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Swipe and Tell: Using Implicit Feedback to Predict User Engagement on Tablets

When content consumers explicitly judge content positively, we consider them to be engaged. Unfortunately, explicit user evaluations are difficult to collect, as they require user effort. Therefore, we propose to use device interactions as implicit feedback to detect engagement. We assess the usefulness of swipe interactions on tablets for... (more)

Further Insights on Drawing Sound Conclusions from Noisy Judgments

The effectiveness of a search engine is typically evaluated using hand-labeled datasets, where the labels indicate the relevance of documents to... (more)

An Integrated Signature-Based Framework for Efficient Visual Similarity Detection and Measurement in Video Shots

This article presents a framework for speedy video matching and retrieval through detection and... (more)

Neural Vector Spaces for Unsupervised Information Retrieval

We propose the Neural Vector Space Model (NVSM), a method that learns representations of documents in an unsupervised manner for news article... (more)

Sentence Relations for Extractive Summarization with Deep Neural Networks

Sentence regression is a type of extractive summarization that achieves state-of-the-art performance and is commonly used in practical systems. The... (more)

Location Extraction from Social Media: Geoparsing, Location Disambiguation, and Geotagging

Location extraction, also called “toponym extraction,” is a field covering geoparsing, extracting spatial representations from location mentions in text, and geotagging, assigning spatial coordinates to content items. This article evaluates five “best-of-class” location extraction algorithms. We develop a geoparsing... (more)

Factors Influencing Users’ Information Requests: Medium, Target, and Extra-Topical Dimension

We report on a crowdsourced study that investigated how two factors influence the way people formulate information requests. Our first factor, medium,... (more)

How Does Domain Expertise Affect Users’ Search Interaction and Outcome in Exploratory Search?

People often conduct exploratory search to explore unfamiliar information space and learn new... (more)

Location-aware Influence Maximization over Dynamic Social Streams

Influence maximization (IM), which selects a set of k seed users (a.k.a., a seed set) to maximize the influence spread over a social network, is a... (more)

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Call for Special Issue Proposals

ACM Transactions on Information Systems (TOIS) invites proposals for a special issue of the journal devoted to any topic in information retrieval. Click here to see more details.

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About TOIS

ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval. TOIS is published quarterly.

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Forthcoming Articles
Brotli: A general-purpose data compressor

Brotli is an open-source general-purpose data compressor introduced by Google in late 2013, and now adopted in most known browsers and Web servers. It is publicly available on GitHub and its data format has been publicized in July 2016 as RFC 7932. Brotli is based on the Lempel-Ziv's compression scheme and planned as a generic replacement of GZIP and ZLIB. The main goal in its design was to compress data on Internet, which meant optimizing the resources used at decoding time, while achieving maximal compression density. This paper is intended to provide the first thorough, systematic description of the Brotli-format as well as a detailed computational and experimental analysis of the main algorithmic blocks underlying the current encoder implementation, together with a comparison against compressors of different families constituting the state-of-the-art either in practice or in theory. This treatment will allow us to raise a set of new algorithmic and software-engineering problems which deserve further attention from the scientific community.

Seed-Guided Topic Model for Document Filtering and Classification

In this paper, we propose a seed-guided topic model for the dataless text filtering and classification (named DFC). Given a collection of unlabeled documents, and for each category a small set of seed words that are relevant to the semantic meaning of the category, DFC filters out the irrelevant documents and classify the relevant documents into the corresponding categories through topic influence. DFC models two kinds of topics: category-topics and general-topics. Also, there are two kinds of category-topics: relevant-topics and irrelevant-topics. Each relevant-topic is associated with one specific category, representing its semantic meaning. The irrelevant-topics represent the semantics of the unknown categories covered by the document collection. DFC assumes that each document is associated with a single category-topic and a mixture of general-topics. A document is filtered, or classified, based on its posterior category-topic assignment. Experiments on two widely used datasets show that DFC consistently outperforms the state-of-the-art dataless text classifiers for both classification with filtering and classification without filtering, and achieve comparable or even better classification accuracy than the state-of-the-art supervised learning solutions. We also conduct a thorough study about the impact of seed words for the existing dataless classification techniques. The results reveal that the document coverage of the seed words mainly affects the dataless classification performance.

Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question Answering Systems

In this paper, we extensively study the use of syntactic and semantic structures obtained with shallow and full syntactic parsers for answer passage reranking. We propose several dependency and constituent-based structures, also enriched with Linked Open Data (LD) knowledge to represent pairs of questions and answer passages. We encode such tree structures in learning to rank (L2R) algorithms using tree kernels, which project them in a tree substructure space, where each dimension represents a powerful syntactic/semantic feature. Additionally, since we define links between structures, tree kernel space also include relational features spanning question and passage structures. Our findings can be useful to build state-of-the-art systems: (i) relational syntactic structures are essential to achieve the state of the art; (ii) full syntactic dependencies can outperform shallow models; (iii) external knowledge obtained with specialized classifiers such as focus and question classification is very effective; and (ii) the semantic information derived by LD and incorporated in syntactic structures can be used to replace specific knowledge classifiers: this is a remarkable advantage with wide coverage. We demonstrate our findings by carrying out an extensive comparative experimentation on two different TREC QA corpora and WikiQA, a recent corpus widely used to test sentence rerankers.

Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data

User response prediction is a crucial component for personalized information retrieval and filtering scenarios, such as online advertising, recommender system, and web search. The data in user response prediction is mostly in a multi-field categorical format and transformed into a sparse binary representation via one-hot encoding. Due to the sparsity problems in representation and training, most research has been focused on shallow models and feature engineering. During the recent 3 years, deep neural networks (DNNs) have attracted research attention on such a problem for their high capacity and end-to-end training scheme, but their learning difficulties have not been well studied. In this paper, we study the difficulties of user response prediction in the scenario of click prediction. We first refine the latent patterns in multi-field categorical data as field-aware feature interactions and propose kernel product to tackle problems in feature representations. Then we propose Product-based Neural Networks (PNNs), which incorporate product layers to learn such interactions. Generalizing the product layer to a net-in-net architecture, we propose Product-network In Network (PIN) to seamlessly incorporate the previous models. Extensive experiments on 4 large-scale real-world click datasets demonstrate that PNNs consistently outperform 7 baselines and state-of-the-art models on various metrics.

From Question to Text: Question-Oriented Feature Attention for Answer Selection

Understanding unstructured texts is an essential skill for human beings as it enables knowledge acquisition. Although understanding unstructured texts is easy for we human beings with good education, it is a great challenge for machines. Recently, with the rapid development of artificial intelligence techniques, researchers put efforts to teach machines to understand texts, and justify the educated machines by letting them solve the questions upon the given unstructured texts, inspired by the reading comprehension test as we human do. However, feature effectiveness with respect to different questions significantly hinders the performance of answer selection, because different questions may focus on various aspects of the given text. Moreover, the correct answer is usually inferred according to multiple sentences in the text. In order to solve these problems, we propose a question-oriented feature attention mechanism to emphasize useful features according to the given question. These weighted features from multiple sentences are then merged together with a cross-sentence max pooling to joint consider information in multiple sentences. And the generated representations are finally used to infer the correct answer. Experiments on the MCTest dataset have well-validated the effectiveness of the proposed method. As a byproduct, we released all the involved codes, data, and parameters to facilitate other researchers.

Binary Sketches for Secondary Filtering

Efficient object retrieval based on a generic similarity is a fundamental problem in information retrieval. We focus on queries by example, which retrieve the most similar objects to query object q. We propose an enhancement of techniques working on the filter and refine paradigm. The filtering phase identifies objects likely to be similar to q. During the refinement, these objects are accessed and their similarity to q is evaluated. Problem valid for current datasets is, that a lot of non-relevant objects usually remain after filtering. We propose the secondary filtering, that further reduces the number of objects to be refined while almost preserving the quality of query result. It is based on sketches - compact bit strings compared by the Hamming distance. Our approach to identify objects to be filtered out by sketches is based on a probabilistic model, which describes relationships between similarities of objects and sketches. The secondary filtering thus efficiently identifies non-relevant objects which remain after primary filtering, and we suggest a mechanism to tune the trade-off between its accuracy and effectiveness. The main advantage of our technique is its wide applicability. It can be easily incorporated into any arbitrary filter and refine technique for similarity search.

Transfer to Rank for Heterogeneous One-Class Collaborative Filtering

Heterogeneous one-class collaborative filtering (HOCCF) is an emerging and important problem in recommender systems, where two different types of one-class feedback, i.e., purchases and browses, are available as input data. The associated challenges include ambiguity of browses, scarcity of purchases, and heterogeneity arising from different feedback. In this paper, we propose to model purchases and browses from a new perspective, i.e., users' roles of mixer, browser and purchaser. Specifically, we design a novel transfer learning solution termed role-based transfer to rank (RoToR), which contains two variants, i.e., integrative RoToR and sequential RoToR. In integrative RoToR, we leverage browses into the preference learning task of purchases, in which we take each user as a sophisticated customer (i.e., mixer) that is able to take different types of feedback into consideration. In sequential RoToR, we aim to simplify the integrative one by decomposing it into two dependent phases according to a typical shopping process. Furthermore, we instantiate both variants using different preference learning paradigms such as pointwise preference learning and pairwise preference learning. Finally, we conduct extensive empirical studies with various baseline methods on two large public datasets and find that our RoToR can perform significantly more accurate than the state-of-the-art methods.

A Deep Bayesian Tensor Based System for Video Recommendation

With the availability of abundant online multi-relational video information, recommender systems that can effectively exploit these sorts of data and suggest creatively interesting items will become increasingly important. Recent research illustrates that tensor models offer effective approaches for complex multi-relational data learning and missing element completion. So far, most tensor-based clustering has focused on accuracy. Given the dynamic nature of online media, recommendation in this setting is more challenging, as it is difficult to capture the users' dynamic topic distributions in sparse data settings. Targeting at constructing a recommender system that can compromise between accuracy and creativity, a deep Bayesian probabilistic tensor framework for tag and item recommendation is proposed. Based on the Canonical PARAFAC (CP) decomposition, a Bayesian multi-layer factorization is imposed on the mode factor matrix to find a more compact representation. During the score ranking processes, a metric called Bayesian surprise is incorporated to increase the creativity of the recommended candidates. The new algorithm is evaluated on both synthetic and large-scale real-world problems. An empirical study for video recommendation demonstrates the superiority of the proposed model and indicates that it can better capture the latent patterns of interactions and generates interesting recommendations based on creative tag combinations.

Interactive Intent Modeling for Exploratory Search

Exploratory search requires the system to assist the user in comprehending the information space, and expressing evolving search intents for iterative exploration and retrieval of information. We introduce interactive intent modeling, a technique that models a user's evolving search intents and visualizes them as keywords for interaction. The user can provide feedback on the keywords, from which the system learns and visualizes an improved intent estimates and retrieves information. We report experiments comparing variants of a system implementing interactive intent modeling to a control system. Data comprising of search logs, interaction logs, essay answers, and questionnaires indicate significant improvements in task performance, session-level information retrieval performance, information comprehension performance and user experience. The improvements retrieval effectiveness can be attributed to the intent modeling, but the effect on users' task performance, breadth of information comprehension, and user experience are shown to be dependent on a richer visualization. Our results demonstrate the utility of combining interactive modeling of search intentions with interactive visualization of the models that can benefit both directing the exploratory search process and making sense of the information space. Our findings can help design personalized systems that support exploratory information seeking and discovery of novel information.

Personalized Context-Aware Point of Interest Recommendation

Personalized recommendation of point-of-interests plays a key role in satisfying users on location-based social networks. In this paper, we propose a probabilistic model to find the mapping between user-annotated tags and locations' taste keywords. Furthermore, we introduce a dataset on locations' contextual appropriateness and demonstrate its usefulness in predicting the contextual relevance of locations. We investigate four approaches to use our proposed mapping for addressing the data sparsity problem: one model to reduce the dimensionality of location taste keywords and three models to predict user tags for a new location. Moreover, we present different scores calculated from multiple LBSNs and show how we incorporate new information from the mapping into a POI recommendation approach. Then, the computed scores are integrated using learning to rank techniques. The experiments on two TREC datasets show the effectiveness of our approach, beating state-of-the-art methods.

Efficient Learning-Based Recommendation Algorithms for Top-N Tasks and Top-N Workers in Large-Scale Crowdsourcing Systems

The task and worker recommendation problems in crowdsourcing systems have brought up unique characteristics that are not present in traditional recommendation scenarios, i.e., the huge flow of tasks with short lifespans, the importance of workers' capabilities, and the quality of completed tasks. These unique features make traditional recommendation approaches no longer satisfactory for task and worker recommendation in crowdsourcing systems. In this article, we propose a two-tier data representation scheme (defining a worker-category suitability score and a worker-task attractiveness score) to support personalized task and worker recommendation. We also extend two optimization methods, namely least mean square error and Bayesian personalized rank in order to better fit the characteristics of task/worker recommendation in crowdsourcing systems. We then integrate the proposed representation scheme and the extended optimization methods along with the two adapted popular learning models, i.e., matrix factorization and kNN, and result in two lines of top-N recommendation algorithms for crowdsourcing systems: (1) Top-N-Tasks (TNT) recommendation algorithms for discovering the top-N most suitable tasks for a given worker, and (2) Top-N-Workers (TNW) recommendation algorithms for identifying the top-N best workers for a task requester. Extensive experimental study is conducted that validates the effectiveness and efficiency of a broad spectrum of algorithms, accompanied by our analysis and the insights gained.

Learning to Adaptively Rank Document Retrieval System Configurations

Information Retrieval systems involve a large number of parameters. For example, a system may choose from a set of possible retrieval models, or various query expansion parameters, whose values greatly influence the retrieval effectiveness. Traditionally, these parameters are set at system level based on training queries, and then used for different queries. We observe that it may not be easy to set all these parameters separately since they can be dependent. In addition, a global setting for all queries may not best fit all individual queries. The parameters should be set according to these characteristics. We propose a novel approach to tackle this problem by dealing with the entire system configurations instead of selecting a single parameter at a time. The selection of the best configuration is cast as a problem of ranking different possible configurations given a query using learning-to-rank (LTR). We exploit both the query features and the system configuration features in the LTR method, so that the selection of configuration is query-dependent. The experiments we conducted on four TREC ad-hoc collections show that this approach significantly outperforms the traditional method to tune system configuration globally. We also show that query expansion features are among the most important.

Jointly Minimizing the Expected Costs of Review for Responsiveness and Privilege in E-Discovery

Discovery is an important aspect of the civil litigation process in the USA, in which parties to a lawsuit are permitted to request relevant evidence from other parties. With the rapid growth of digital content, the emerging need for e-discovery has created a demand for techniques that can be used to review massive collections both for responsiveness (i.e., relevance) to the request and for privilege (i.e., presence of legally protected content that the party performing the review may have a right to withhold). In this process, the party performing the review may incur costs of two types, namely, annotation costs (deriving from the fact that human reviewers need to be paid for their work) and misclassification costs (deriving from the fact that failing to correctly determine the responsiveness or privilege of a document may adversely affect the interests of the parties in various ways). Relying exclusively on automatic classification would minimize annotation costs but could result in substantial misclassification costs, while relying exclusively on manual classification could generate the opposite consequences. This paper proposes a risk minimization framework (called MINECORE, for minimizing the expected costs of review) that seeks to strike an optimal balance between these two extreme stands.

Bibliometrics

Publication Years 1983-2018
Publication Count 718
Citation Count 22595
Available for Download 718
Downloads (6 weeks) 3372
Downloads (12 Months) 39408
Downloads (cumulative) 793942
Average downloads per article 1106
Average citations per article 31
First Name Last Name Award
Mark S Ackerman ACM Fellows (2013)
Charu Chandra Aggarwal ACM Fellows (2013)
Ricardo A Baeza-Yates ACM Fellows (2009)
Hal Berghel Outstanding Contribution to ACM Award (2000)
ACM Fellows (1998)
ACM Distinguished Service Award (1996)
Elisa Bertino ACM Fellows (2003)
Alan W Biermann ACM Fellows (2000)
Daniel Bobrow ACM Fellows (1994)
ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Alan H Borning ACM Fellows (2001)
Stuart K. Card ACM Fellows (2000)
David Carmel ACM Distinguished Member (2016)
John Carroll ACM Fellows (2003)
Carlos A. Castillo ACM Senior Member (2014)
Hsinchun Chen ACM Fellows (2015)
Ming-Syan Chen ACM Fellows (2006)
Charles L A Clarke ACM Distinguished Member (2015)
Fabio Crestani ACM Senior Member (2009)
Bruce Croft ACM Fellows (1997)
Ernesto Damiani ACM Distinguished Member (2008)
Paul Dourish ACM Fellows (2015)
Susan T Dumais ACM Athena Lecturer Award (2014)
ACM Fellows (2006)
Clarence A Ellis ACM Fellows (1998)
Ahmed Elmagarmid ACM Fellows (2012)
ACM Distinguished Member (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
ACM Fellows (2000)
Christos Faloutsos ACM Fellows (2010)
Elena Ferrari ACM Distinguished Member (2011)
Gerhard Fischer ACM Fellows (2009)
Edward Fox ACM Fellows (2017)
Ophir Frieder ACM Fellows (2005)
Alvaro Barreiro Garcia ACM Senior Member (2009)
Hector Garcia-Molina ACM Fellows (1997)
Lee Giles ACM Fellows (2006)
Calvin C. Gotlieb Outstanding Contribution to ACM Award (2011)
ACM Presidential Award (2002)
ACM Fellows (1994)
Georg Gottlob ACM Fellows (2007)
Irene Greif ACM Fellows (1997)
Jonathan Grudin ACM Fellows (2012)
Laura M Haas ACM Fellows (2006)
Wendy Hall Outstanding Contribution to ACM Award (2014)
ACM Fellows (2010)
Jiawei Han ACM Fellows (2003)
Jonathan L Herlocker ACM Software System Award (2010)
Djoerd Hiemstra ACM Senior Member (2009)
Eric Horvitz ACM AAAI Allen Newell Award (2015)
ACM Fellows (2014)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tiejun Huang ACM Senior Member (2013)
Xiangji Huang ACM Distinguished Member (2017)
ACM Senior Member (2016)
Yannis E Ioannidis ACM Fellows (2004)
Robert J.K. Jacob ACM Fellows (2016)
Bernard Jansen ACM Senior Member (2017)
Matthias Jarke ACM Fellows (2013)
Christian S. Jensen ACM Fellows (2011)
Thorsten Joachims ACM Fellows (2014)
Min-Yen Kan ACM Senior Member (2009)
David Karger ACM Fellows (2009)
ACM Doctoral Dissertation Award (1994)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Fellows (2013)
ACM Prize in Computing (2008)
Joseph A Konstan ACM Software System Award (2010)
ACM Fellows (2008)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Distinguished Member (2017)
ACM Senior Member (2007)
Robert Kraut ACM Fellows (2011)
Michael E Lesk ACM Fellows (1996)
Yiqun Liu ACM Senior Member (2016)
Raymond A Lorie ACM Fellows (2000)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
David E. Losada ACM Senior Member (2011)
Robert Luk ACM Senior Member (2007)
Yoelle Maarek ACM Fellows (2013)
ACM Distinguished Member (2010)
Jock D Mackinlay ACM Distinguished Member (2013)
David Maier ACM Fellows (1998)
Gary Marchionini ACM Senior Member (2008)
Satoshi Matsuoka ACM Fellows (2011)
ACM Gordon Bell Prize
Tokyo Institute of Technology (2011)
Kathryn S McKinley ACM Fellows (2008)
ACM Distinguished Member (2006)
ACM Senior Member (2006)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Stuart Edward Middleton ACM Senior Member (2014)
George Andrei Mihaila ACM Senior Member (2008)
Bradley N Miller ACM Software System Award (2010)
Eliot Moss ACM Fellows (2007)
Brad A Myers ACM Fellows (2005)
Mario A Nascimento ACM Senior Member (2007)
Hwee Tou Ng ACM Distinguished Member (2010)
Dianne P O'Leary ACM Distinguished Member (2006)
ACM Fellows (2006)
Gary M Olson ACM Fellows (2007)
Judith S Olson ACM Athena Lecturer Award (2011)
ACM Fellows (2008)
M. Tamer Ozsu ACM Fellows (2006)
Randy Pausch ACM Fellows (2007)
ACM Karl V. Karlstrom Outstanding Educator Award (2007)
David Peleg ACM Fellows (2016)
David M Pennock ACM Senior Member (2006)
Manuel A. Perez-Quinones ACM Senior Member (2017)
Roy F Rada ACM Fellows (1995)
Vijay V Raghavan ACM Distinguished Member (2012)
Venkat P Rangan ACM Fellows (1998)
Paul J Resnick ACM Software System Award (2010)
John T Riedl ACM Software System Award (2010)
ACM Fellows (2009)
ACM Distinguished Member (2007)
George G Robertson ACM Fellows (2001)
S E Robertson ACM Fellows (2013)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Daniela Rus ACM Fellows (2014)
Mehran Sahami ACM Presidential Award (2014)
Fabio A. Schreiber ACM Senior Member (2012)
Robert P. Schumaker ACM Senior Member (2012)
Dennis E Shasha ACM Fellows (2013)
Frank Shipman ACM Distinguished Member (2009)
Ben Shneiderman ACM Fellows (1997)
Padhraic Smyth ACM Fellows (2013)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Fellows (1994)
ACM Software System Award (1988)
Jie Tang ACM Senior Member (2017)
Richard N Taylor ACM Fellows (1998)
Jaime Teevan ACM Senior Member (2012)
Douglas B Terry ACM Fellows (2008)
Loren Terveen ACM Distinguished Member (2009)
Frank Wm Tompa ACM Fellows (2010)
C J Van Rijsbergen ACM Fellows (2003)
Ellen M Voorhees ACM Distinguished Member (2009)
Jingdong Wang ACM Senior Member (2014)
Roy Want ACM Fellows (2005)
Michele Weigle ACM Senior Member (2017)
Daniel Weld ACM Fellows (2005)
Kyu-Young Whang ACM Fellows (2009)
Steve Whittaker ACM Fellows (2014)
Jennifer Widom ACM Athena Lecturer Award (2015)
ACM Fellows (2005)
Terry Winograd ACM Fellows (2009)
Ian Witten ACM Fellows (1996)
Xing Xie ACM Senior Member (2010)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Qiang Yang ACM Fellows (2017)
ACM Distinguished Member (2011)
Akinori Yonezawa ACM Fellows (1999)
Philip S Yu ACM Fellows (1997)
Stanley Zdonik ACM Fellows (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)

First Name Last Name Paper Counts
Tatseng Chua 12
Maarten De Rijke 9
William Croft 9
Justin Zobel 8
Hsinchun Chen 8
Norbert Fuhr 7
Bin Cui 7
Oren Kurland 6
Gonzalo Navarro 6
Stavros Christodoulakis 6
Waynexin Zhao 6
Alistair Moffat 6
Hector Garcia-Molina 6
Hengtao Shen 6
Kalervo Järvelin, 5
Dennis Tsichritzis 5
Liqiang Nie 5
Zi Huang 5
John Gould 5
Thomas, Malone 5
Roger King 5
John Leggett 4
Mark Sanderson 4
Jianyun Nie 4
Ophir Frieder 4
Prasenjit Mitra 4
Dennis McLeod 4
Fausto Rabitti 4
Susan Dumais 4
Ricardo Baeza-Yates 4
Hugh Williams 4
Raffaele Perego 4
Ahmed Abbasi 4
Kamfai Wong 4
Chengxiang Zhai 4
Fabio Crestani 4
Falk Scholer 4
Ryen White 4
Jimmy Lin 4
Wai Lam 4
Swapan Parui 3
Nicola Ferro 3
Luis Gravano 3
Dawei Song 3
Craig Macdonald 3
Joseph Konstan 3
Alexander Tuzhilin 3
Abdur Chowdhury 3
Amihai Motro 3
Elisa Bertino 3
Hongzhi Yin 3
Kumyew Lai 3
Heikki Keskustalo 3
Robert Luk 3
Matthias Jarke 3
Luo Si 3
Fabrizio Silvestri 3
Salvatore Orlando 3
Kuilam Kwok 3
Xiaofang Zhou 3
Roy Rada 3
Xing Xie 3
Henry Gladney 3
Marjan Celikik 3
Christos Faloutsos 3
Ge Nong 3
Nieves Brisaboa 3
Robert Capra 3
Dongxiang Zhang 3
Eric Horvitz 3
Iadh Ounis 3
Fernando Diaz 3
Stuart Middleton 3
Nívio Ziviani 3
Jirong Wen 3
Abraham Bookstein 3
David Carmel 3
Xiaojun Wan 3
Cornelis Van Rijsbergen 3
Pavel Zezula 3
Edleno De Moura 3
David Vallet 3
Shmuel Klein 3
Simon Gibbs 3
William Cohen 3
Jamie Callan 3
Gary Marchionini 3
Ben Shneiderman 3
Hannah Bast 3
Liqiang Nie 3
William Webber 2
Hong Cheng 2
Weiyi Meng 2
Laurence Park 2
Keke Chen 2
Nicholasjing Yuan 2
Jie Tang 2
Clyde Giles 2
Padmini Srinivasan 2
Raymond Lau 2
Jaime Teevan 2
Sudha Ram 2
Guandong Xu 2
Huanbo Luan 2
Fred Damerau 2
Rossano Venturini 2
Emine Yilmaz 2
Xiangji Huang 2
Nick Craswell 2
Nigel Shadbolt 2
Edward Dang 2
Hui Yang 2
Tieyan Liu 2
Elena Baralis 2
Paolo Garza 2
Lucy Suchman 2
Chirag Shah 2
Hanghang Tong 2
Katsumi Tanaka 2
Christopher Higgins 2
Joemon Jose 2
Claudio Carpineto 2
Nicole Yankelovich 2
Wenhui Zhang 2
Jaime Arguello 2
Nat Ballou 2
Zhiping Gu 2
Antonio Siochi 2
Scott Hudson 2
Fiana Raiber 2
Shipeng Li 2
Steven Beitzel 2
Waihong Chan 2
Shane Culpepper 2
Mansur Kabuka 2
Jonathan Grudin 2
Özgür Ulusoy 2
Frederick Lochovsky 2
John Riedl 2
Lillian Lee 2
Ian Ruthven 2
Kianlee Tan 2
Stefan Siersdorfer 2
Frank Tompa 2
Zhiting Hu 2
Darrell Woelk 2
Douglas Terry 2
Sakti Pramanik 2
Hochung Wu 2
Fazli Can 2
John Carroll 2
Loren Terveen 2
Edward Chang 2
Robert Krovetz 2
Rong Jin 2
Panagiotis Ipeirotis 2
Rodrygo Santos 2
Yiqun Liu 2
Shaoping Ma 2
Ju Fan 2
Juanzi Li 2
Zhaochun Ren 2
Gao Cong 2
Quan Yuan 2
Mark Chignell 2
Tao Mei 2
Eric Jensen 2
Seungwon Hwang 2
Vijay Raghavan 2
Liang Hu 2
Alan Hevner 2
Raymond Panko 2
Essam El-Kwae 2
Warren Greiff 2
Yong Yu 2
Manolis Koubarakis 2
Nicola Tonellotto 2
Massimo Melucci 2
Marcel Reinders 2
Stanley Zdonik 2
Edward Fox 2
Irwin King 2
Jianguo Xiao 2
Hongyan Liu 2
Letizia Tanca 2
Neil Rowe 2
Dimitris Papadias 2
Susan Gauch 2
Eepeng Lim 2
Jiantao Sun 2
Pável Calado 2
Giovanni Romano 2
Richard Furuta 2
Jorge Garza 2
Won Kim 2
Kianlee Tan 2
Tao Tao 2
Shangsong Liang 2
Stephen Boies 2
Randall Trigg 2
Hideki Koike 2
Hady Lauw 2
Jiashu Zhao 2
Lidong Bing 2
Pasquale Savino 2
Kotagiri Ramamohanarao 2
Qiang Zhu 2
David Hawking 2
Carson Woo 2
Brian Cooper 2
Jian Cao 2
Ronny Lempel 2
Filip Radlinski 2
Hui Xiong 2
Ido Guy 2
Benjamin Piwowarski 2
Gautam Pant 2
Charles Wiecha 2
Jiaul Paik 2
Mandar Mitra 2
Ling Feng 2
Paolo Paolini 2
David Hicks 2
Michael Lyu 2
Jialie Shen 2
Berthier Ribeiro-Neto 2
Piero Fraternali 2
Anna Shtok 2
Sanda Harabagiu 2
Wanda Orlikowski 2
Mark Carman 2
Zongyang Ma 2
Thorsten Joachims 2
Daniel Zeng 2
Howard Turtle 2
Barbara Pernici 2
Zhaohui Zheng 2
Arjen De Vries 2
Clayton Lewis 2
Leefeng Chien 2
Gordon Cormack 2
Gediminas Adomavicius 2
Jaana Kekäläinen 2
Roi Blanco 2
Milad Shokouhi 2
Symeon Papadopoulos 2
Carmel Domshlak 2
Mounia Lalmas 2
Yoelle Maarek 2
Claudio Lucchese 2
Min Zhang 2
Dongxiang Zhang 2
Peter Bruza 2
William Jones 2
Jinxi Xu 2
Antonio Fariña, 2
Shibing Yao 2
Ronan Cummins 2
John Mylopoulos 2
Qiang Yang 2
İsmail Altıngövde 2
Anthony Kaye 2
John Schnase 2
Dou Shen 2
Jennifer Widom 2
Paul Stotts 2
Charles Clarke 2
Longbing Cao 2
Jun Ma 2
George Fitzmaurice 2
Aixin Sun 2
Maria Fugini 2
Olivia Sheng 2
Andrew Trotman 2
Philip Yu 1
Clement Yu 1
Oren Etzioni 1
Jiajun Liu 1
Qifan Wang 1
Luca Cagliero 1
Qiang Xue 1
Clement Yu 1
Andrea Esuli 1
Chengyu Hsieh 1
Kazem Taghva 1
Tsongli Wang 1
Paul Thistlewaite 1
Bernard Tan 1
Derek Oppen 1
Hsijian Lee 1
John Lafferty 1
Diego Puppin 1
Thomas Lynam 1
Maria Hanrahan 1
Moshe Zloof 1
Vance Waddle 1
Calvin Gotlieb 1
Frank Walker 1
Hweetou Ng 1
Andrea Tagarelli 1
Simon King 1
Jordi Turmo 1
Jian 1
Xuan Song 1
Senzhang Wang 1
Xin Li 1
Aleksandr Farseev 1
Haoyu Wang 1
Jason Hong 1
Xing Xie 1
Liming Ren 1
Helena Webb 1
Omer Rana 1
Steve Jones 1
Ioan Tăbuş 1
Brian Martin 1
Anthony Bolmarcich 1
Gianni Amati 1
S Suthasinekul 1
Teekiah Chia 1
Padhraic Smyth 1
Javier Tejedor 1
Igor Szöke 1
Wei Ai 1
Jian Tang 1
Xiaochi Wei 1
Shunxiang Wu 1
Maosong Sun 1
Kieran McDonald 1
Nitesh Chawla 1
Jianping Cao 1
Rui Li 1
Kazutoshi Umemoto 1
Thorsten Hartmann 1
Rebecca Grant 1
Pete Burnap 1
Rob Procter 1
Matthew Williams 1
William Housley 1
Solomon Shimony 1
David Pennock 1
Steffen Heinz 1
Franca Garzotto 1
Ron Szabo 1
Michael Siegel 1
John Tait 1
Jie Yin 1
Jack Conrad 1
Charles McClellan 1
Frank Safayeni 1
Carolyn Crouch 1
Wolfgang Effelsberg 1
Thomas Little 1
Krysta Svore 1
Jian Su 1
Xiaobing Xue 1
Bart Dhoedt 1
Ramy Baly 1
Douglas Vogel 1
Raymond Ng 1
Md Alim 1
Hien Nguyen 1
Dirk Bahle 1
Seungtaek Park 1
Lei Zhu 1
AlBing Rao 1
Tom Bruns 1
Stéphane Bressan 1
John Wilbur 1
Jongwook Kim 1
Qing Li 1
Milad Shokouhi 1
Steven Hoi 1
Mary Rosson 1
Paulo Masiero 1
Marcelo Turine 1
Vasilis Delis 1
Peter Sander 1
Andreas Oberweis 1
Maarten Marx 1
Yuexian Hou 1
Jennifer Eberhardt 1
Javed Mostafa 1
Xiaofeng Zhu 1
Yizhou Sun 1
Bradley Skaggs 1
Hongwei Liang 1
Wassim El-Hajj 1
Khaled Shaban 1
Kai Chen 1
Carl Hewitt 1
Sana Hamdi 1
Amel Bouzeghoub 1
Jie Shao 1
Jianhua He 1
Yi Zhou 1
Sai Wu 1
Peter Bailey 1
Minlie Huang 1
Jiawei Han 1
Jerry Farrell 1
Célia Dos Santos 1
Carole Hafner 1
Hongjian Yang 1
Deborah Estrin 1
Ali Vardasbi 1
Jonathan Cohen 1
Timo Raita 1
Radford Neal 1
Xiaohui Xie 1
Lucia Vadicamo 1
Zhongchen Miao 1
ManKit Chang 1
Stephen Hanson 1
Wenjun Zhang 1
Hengtao Shen 1
Fumin Shen 1
James Gerlach 1
Altigran Da Silva 1
Azadeh Shakery 1
Naama Zwerdling 1
Elaine Marsh 1
Jiawei Jiang 1
Bin Cui 1
Xiang Wang 1
Takahiro Hara 1
Brad Myers 1
Adele Howe 1
Heidi Stettner 1
Tim Bray 1
Maria Theodoridou 1
Djoerd Hiemstra 1
Meng Wang 1
Ofer Bergman 1
Sergej Sizov 1
A Dong 1
David Karger 1
Xuemeng Song 1
Qing Li 1
Zhiyong Cheng 1
Zhihong Lu 1
Brendon Cahoon 1
Frank Hopfgartner 1
Ofer Egozi 1
Evgeniy Gabrilovich 1
Mathew Palakal 1
Gang Wu 1
Alex Acero 1
Loc Do 1
Junyu Xuan 1
Noel O'Connor 1
Hung Nguyen 1
Jiajia Huang 1
Maria Maistro 1
Xiaoming Zhang 1
Jimmyxiangji Huang 1
Michael Stonebraker 1
Woojin Paik 1
Wendy Lehnert 1
Anne Loomis 1
Bernard Haan 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Nan Du 1
Keunho Ryu 1
Mark Green 1
Snehasis Mukhopadhyay 1
Eric Nyberg 1
N Vujovic 1
Dragana Brzakovic 1
Uffe Wiil 1
Geoff Walsham 1
Sadegh Kharazmi 1
Michael Mayo 1
Gang Hu 1
Berkant Cambazoglu 1
Ellen Voorhees 1
Zhuoxiang Chen 1
Minyen Kan 1
Yi Chang 1
Fatemeh Zahedi 1
Hongtai Chou 1
David Maier 1
Yariv Aridor 1
Hongfei Yan 1
Shengqing Hu 1
Seunghoon Na 1
Mengren Qian 1
Rui Chen 1
Jiwei Tan 1
David Peleg 1
Mark Weal 1
Wendy Hall 1
Norman Delisle 1
Stan Lanning 1
Philip Wu 1
Anders Bjornerstedt 1
Dan Moldovan 1
Klaas Nelissen 1
Pengjie Ren 1
ZhuMin Chen 1
Marie Moens 1
Wenbin Cai 1
Yu Duan 1
David Lewis 1
Joanne Yates 1
J Eveland 1
G Chen 1
Augusto Celentano 1
Srihari Sampathkumar 1
Srinivas Ramanathan 1
Xudong Zhang 1
Dongdong Shan 1
Aditya Pal 1
Georgios Kalamatianos 1
Jingwen Zhao 1
Eepeng Lim 1
Yuan Wang 1
Xin Shen 1
Qifan Chen 1
Artur Pessoa 1
Shay Kutten 1
Edward Chang 1
James French 1
Peter Cook 1
Tom Smith 1
Ramana Rao 1
Deborah Tatar 1
Mark Stefik 1
Andruid Kerne 1
Eunyee Koh 1
Siranush Radicati 1
Dawei Luo 1
Mohand Hacid 1
Xingquan Zhu 1
Marius Paşca 1
Xiao Wang 1
Heikki Hämmäinen 1
Jintae Lee 1
Alexander Hars 1
Vesper Owei 1
Tung Bui 1
Eric Bier 1
Masato Morisaki 1
Hiroyoshi Ohara 1
Shaowei Liu 1
Wenwu Zhu 1
Anni Järvelin 1
Bogeum Choi 1
Dave Straube 1
ChengSeen Ho 1
Wop Nawijn 1
Chris Fox 1
Feza Baskaya 1
Fabio Salice 1
Sebastiano Vigna 1
John Guiver 1
Salvatore Garruzzo 1
Matteo Dell'Amico 1
Licia Capra 1
Frederik Transier 1
Jay Ponte 1
Stephen Pollock 1
Sten Andler 1
Philip Smith 1
Roberto Maiocchi 1
Manlung Yiu 1
Karthik Raman 1
Shiyang Lu 1
Mehrdad Mahdavi 1
Mehrnoush Shamsfard 1
Shuaiqiang Wang 1
Jinhan Kim 1
Stuart Card 1
Andreas Lemke 1
Gerhard Fischer 1
John Tang 1
Sen Zhang 1
Sholom Weiss 1
ShiHuo Chang 1
Sicong Zhang 1
Jonathan Gibbons 1
Sergey Melnik 1
Jie Han 1
Yannis Drougas 1
Jing Bai 1
Timothy Hoad 1
Katja Hofmann 1
Dario Lucarella 1
Engin Demir 1
Peter Schäuble 1
Richard Watson 1
Yogen Dalal 1
Ulla Merz 1
Marianne Storrøsten 1
Paolo Tiberio 1
Charles Kacmar 1
Ann Lally 1
Massimo Santini 1
Stephen Robertson 1
Domenico Rosaci 1
Giuseppe Sarné 1
Sushil Jajodia 1
Kenneth Anderson 1
Susanna Barber 1
Eileen Trauth 1
Gang Wang 1
Jingdong Wang 1
Zhiyong Wang 1
Marcin Kaszkiel 1
Scott Minneman 1
Jorma Laurikkala 1
Zhongming Ma 1
Lorrin Garson 1
Jan Olsen 1
Xiangyu Wang 1
Jonathan Herlocker 1
Ronald Rice 1
Shuilung Chuang 1
Edward Sciore 1
Diklun Lee 1
Ralf Güting 1
Charu Aggarwal 1
Zhuogang Li 1
Beverly Yang 1
Sriram Raghavan 1
Mengchang Chen 1
Starr Hiltz 1
Alberto Costa 1
Gang Qian 1
Shengyang Li 1
Dennis Shasha 1
Joan Morrissey 1
Ulrich Pfeifer 1
Chen Chang 1
Kwokkee Wei 1
Robert Mack 1
Elihu Gerson 1
Esa Auramaki 1
Kalle Lyytinen 1
Fernando Flores 1
Thomas White 1
Ronald Lee 1
Mark Mydland 1
Elisa Quintarelli 1
Helen Nissenbaum 1
Gerald Karam 1
Ravi Krishnamurthy 1
Robert Nicholson 1
M Rashidian 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Gang Huang 1
Yuxiao Dong 1
Yang Yang 1
Ryosuke Shibasaki 1
Tao Li 1
Ryutaro Adachi 1
Lifang He 1
Zhiqiu Huang 1
Hang Li 1
Ruihua Song 1
Keld Bødker 1
Gunter Saake 1
Mihai Lupu 1
David Grossman 1
Catherine Plaisant 1
Ying Lu 1
Vasileios Hatzivassiloglou 1
John Shepherd 1
Mehran Sahami 1
Joanne Claussen 1
José San Pedro 1
Tim Pohle 1
Murray Mazer 1
Pierre Genevès 1
Nabil Layaïda 1
Nevenka Dimitrova 1
Dick Bulterman 1
Xiaozhao Zhao 1
Thomas Landauer 1
Louis Gomez 1
Luca Aiello 1
Hazem Hajj 1
Kuochu Lee 1
Manuel De Buenaga 1
Satya Rachakonda 1
Shimon Schocken 1
Author index 1
Layne Watson 1
CheukHang Ng 1
Bradley Miller 1
Cheng Niu 1
Changqing Zhou 1
Mansaint Yuen 1
Gergely Korodi 1
Shahana Sen 1
Gary Sockut 1
Khechai Sim 1
Dong Wang 1
Saturnino Luz 1
Yaojing Wang 1
Feng Xu 1
Xia Hu 1
Xiaoming Zhang 1
Zhoujun Li 1
Yong Rui 1
Ralf Jungclaus 1
Bernd Stahl 1
Marina Jirotka 1
Kalina Bontcheva 1
Daniel Schwabe 1
Yanzheng Wei 1
Marimuthu Palaniswami 1
Raymond Lorie 1
Stuart Madnick 1
Kangheng Wu 1
Rodrigo Botafogo 1
Jian Ma 1
W Wilbur 1
Richard Scamell 1
Waiman Cheung 1
Miro Lehtonen 1
Nima Asadi 1
Ben He 1
Kira Radinsky 1
Joel Remde 1
Dennis Egan 1
Zhiqiang Toh 1
Olivier Van Laere 1
Christopher Jones 1
Ling Chen 1
George Awad 1
Wessel Kraaij 1
Sara Morsy 1
John Lusth 1
J Kelley 1
Mark Ackerman 1
Hongyuan Zha 1
Long Guo 1
Paul Thomas 1
Qiao Qian 1
Michael Nelson 1
Michele Weigle 1
Yunhai Tong 1
Hua Lu 1
Longqi Yang 1
Chengkang Hsieh 1
John Pollak 1
Masoud Asadpour 1
Deborah Hix 1
Peter Schwarz 1
Anthony Tomasic 1
Mark Weiser 1
Xin Cao 1
Zhengjun Zha 1
Noa Gradovitch 1
Max Van Kleek 1
Christopher Shaw 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Klaus Schulz 1
Debra Gash 1
Muhammad Ibrahim 1
Jun Miao 1
Sheng Gao 1
Thang Dinh 1
Min Peng 1
Wang Gao 1
Ana Freire 1
Lei Chen 1
Guidong Zheng 1
Wenquan Wang 1
Chenliang Li 1
Lei Shi 1
Helene Hembrooke 1
Hang Cui 1
Lihong Li 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Steven Miller 1
Venkat Rangan 1
Christopher Fry 1
Stefano Leonardi 1
Piotr Sankowski 1
Franco Cardillo 1
Alejandro López-Ortíz 1
Yuchen Li 1
Francisco Lerch 1
Jonathan Hull 1
Bozena Thompson 1
Frederick Thompson 1
Nicola Dell 1
H Hartson 1
Sharon Greene 1
Calvin Lue 1
Joseph Kalash 1
Chidanand Apté 1
Elizabeth Liddy 1
Murugappan Palaniappan 1
Aditya Pal 1
Franklin Harper 1
Riccardo Miotto 1
Manuel Pérez-Quiñones 1
Ruth Beyth-Marom 1
Hamish McAlpine 1
Michael Bernstein 1
Jon Kleinberg 1
Casper Petersen 1
Minghao Piao 1
Kellogg Booth 1
David Zeltzer 1
Yunqi Sun 1
Jiandong Liang 1
Karl Mueller 1
Shlomo Moran 1
Holger Meuss 1
Jeongwoo Ko 1
Teruko Mitamura 1
HweeHwa Pang 1
Cyrano Cabarrus 1
Devika Subramanian 1
Jie Lu 1
Barry Smyth 1
Chinhui Lee 1
Hua Wang 1
Qianqian Xie 1
Xiao Bai 1
Ioannis Arapakis 1
Cong Ma 1
Polly Brown 1
Taklam Wong 1
Yunjun Gao 1
Gang Chen 1
Richard McCreadie 1
Or Levi 1
Huayu Wu 1
Carsten Eickhoff 1
Defu Lian 1
Amjad Daoud 1
Lenwood Heath 1
Michael Chau 1
Michael Littman 1
Bernard Jansen 1
David Rosenblitt 1
Mayer Schwartz 1
Gregg Foster 1
Lise Getoor 1
Zhongzhi Shi 1
Lars Söderlund 1
Matts Ahlsen 1
Weigang Wang 1
Bart Baesens 1
Amr Ahmed 1
Noriko Kando 1
Il Im 1
Yangchang Hong 1
Francisco Claude 1
Ángeles Places 1
Ben Carterette 1
Cary Buchman 1
Akinori Yonezawa 1
Shiqiang Yang 1
Michael Cole 1
Sanna Kumpulainen 1
Stefano Mizzaro 1
Robert Neches 1
Mary Culnan 1
Stephanie Haas 1
Jiancong Tong 1
Parvaz Mahdabi 1
Shazia Sadiq 1
Yongxin Tong 1
Zhumin Chen 1
Shiwan Zhao 1
Franco Nardini 1
Elad Yom-Tov 1
Anders Mørch 1
Wei Chu 1
Long Jiang 1
Xiaoyong Du 1
Michael Begeman 1
Mark Hornick 1
Alan Purdy 1
Diane Strong 1
Krishna Bharat 1
Daniel Lemire 1
Ling Chen 1
Xiaofang Zhou 1
Luca Becchetti 1
Tiejun Huang 1
Avi Arampatzis 1
Xing Xie 1
Yong Ge 1
Chris Buckley 1
John Smith 1
Prasenjit Majumder 1
David Millard 1
Goffredo Haus 1
Alberto Pinto 1
Andrew Webb 1
Yusheng Lai 1
Eileen Abels 1
Jianping Fan 1
Elena Ferrari 1
David Goldberg 1
Evangelos Kanoulas 1
Yiannis Kompatsiaris 1
Jiaxin Mao 1
Yanhao Wang 1
Jari Alasuvanto 1
Tamer Özsu 1
Yisong Yue 1
Tomihisa Kamada 1
Matthew Conway 1
Udo Kruschwitz 1
Miamaria Saastamoinen 1
Kaiqi Zhao 1
Paul Hart 1
Deborah Estrin 1
Hari Sundaram 1
Peter Sanders 1
Raymond McCall 1
Frank Shipman 1
F Campagnoni 1
Hamideh Afsarmanesh 1
Xiaofeng Guan 1
Walid Magdy 1
Kaveh Pahlavan 1
L Leung 1
Yuanhua Lv 1
Daqing He 1
Dongyi Guan 1
Guirong Xue 1
Marko Rodriguez 1
Robert Schumaker 1
Marc Bron 1
Xiaojun Quan 1
Julia Mayer 1
Qing Cui 1
Hanjun Dai 1
Alessandro Fiori 1
Shimon Whiteson 1
Fabrizio Sebastiani 1
Allen Condit 1
Arab Salem 1
Alexandra Poulovassilis 1
Mark Levene 1
Robert, Benjamin 1
Richard Chimera 1
Debby Hindus 1
James Davison 1
Susan Star 1
Neill Kipp 1
Chengqi Zhang 1
Hsiaowuen Hon 1
Xin Fu 1
Pamela Ludford 1
Rosie Jones 1
Monica Sleumer 1
Susan Ehrlich 1
Guy Hochgesang 1
Elizabeth Chang 1
John Cookson 1
Sergio Greco 1
Mark Steyvers 1
Nicholas Evans 1
Jan Cernocku 1
Huoran Li 1
Feng Feng 1
Xiangnan He 1
Cheng Yang 1
Yu Sun 1
Philip Yu 1
J Rames 1
Margrethe Olson 1
Vincent Barnes 1
Alan Borning 1
Di Jiang 1
Jun Ma 1
Li Zhang 1
Michael Salisbury 1
Karin Petersen 1
Jun Xu 1
Hang Li 1
Sanghoon Lee 1
Gianni Costa 1
Hao Chen 1
Rodrick Megraw 1
Jock Mackinlay 1
George Robertson 1
Ruizhang Huang 1
Shingkit Chan 1
Jialie Shen 1
George Karypis 1
Mukund Deshpande 1
E Fiume 1
Shuguang Han 1
Yannis Vassiliou 1
Zonghuan Wu 1
Cody Kwok 1
Quentin Jones 1
Bin Gao 1
Stephen Robertson 1
Hal Berghel 1
Antonella Zanzi 1
Daniel Robey 1
Chris Horner 1
Michael Graves 1
Manuel Maña-López 1
Marcos Gonçalves 1
Kai Groβjohann 1
Kacheung Sia 1
Dashiell Kolbe 1
Diane Kelly 1
João Magalhães 1
Stefan Rüger 1
Michael Schrefl 1
Eugene Guglielmo 1
Josiane Salaun 1
Art Ammann 1
Hongyan Liu 1
Yuanchun Li 1
Yao Guo 1
Vadims Krivcovs 1
Adam Edwards 1
My Thai 1
Eva Jaho 1
Carlos Castillo 1
D Rama 1
Cornelis Van Rijsbergen 1
Terri Hedgpeth 1
Maria Sapino 1
Peter Knees 1
Xin Yan 1
Xue Li 1
Brigitte Bigi 1
Gabriella Kazai 1
Iadh Ounis 1
Ana Cerdeira-Pena 1
Ningnan Zhou 1
George Karypis 1
Bruce Ballard 1
Seyedeh Sadeghi 1
Eddy Maddalena 1
José Gómez Hidalgo 1
Peter Hibbard 1
Sadok Yahia 1
Jianying Wang 1
James Farber 1
Jie Shao 1
Qi Guo 1
Ramesh Choudhari 1
Bruno De Araujo 1
Jonathan Slocum 1
Lulwah Alkwai 1
Hong Shen 1
Xiaofei Guo 1
Heshaam Faili 1
William Bennett 1
Mark Linton 1
Nadene Lynn 1
Antonin Guttman 1
Patrick Martin 1
James Donahue 1
James Coombs 1
A Pathria 1
Almer Tigelaar 1
Paula Sweeney 1
Kyuyoung Whang 1
Harvey Brightman 1
Ravichander Vipperla 1
Raphael Troncy 1
Michal Fapšo 1
František Grézl 1
Yuan Yao 1
Xuanzhe Liu 1
Da Cao 1
Rui Zhang 1
Huiting Hong 1
Lejian Liao 1
Yi Chang 1
Jørgen Bansler 1
Michael Novak 1
Jinsoo Park 1
Aldong Zhang 1
Won Kim 1
Rong Pan 1
Jianke Zhu 1
Maria De Oliveira 1
Yiyu Yao 1
S Wong 1
Tomás Isakowitz 1
Airi Salminen 1
Charles Paddock 1
Börkur Sigurbjörnsson 1
Forouzan Golshani 1
Scott Stevens 1
Wenjie Li 1
Kenneth Utting 1
Carol Lochbaum 1
Richong Zhang 1
Paul Over 1
Lise Getoor 1
Pasquale Lops 1
Chenyi Zhang 1
Adam Jatowt 1
Roula Hobeica 1
Ian Witten 1
Yi Fang 1
Jie Wang 1
Xiaoyan Zhu 1
Lianli Gao 1
Hongjun Lu 1
John Limb 1
Sargur Srihari 1
Gad Markovits 1
Christian Jensen 1
Deborah Barreau 1
Hsinchun Chen 1
Hao Ma 1
Bingjun Sun 1
Margaret Connell 1
Finley Lacatusu 1
Xiao Li 1
Hyowon Lee 1
Gang Tian 1
Yexun Zhang 1
Siyuan Zhou 1
Laura Granka 1
Geri Gay 1
Sara Comai 1
George Herman 1
Jun He 1
Jay Banerjee 1
Bruce Schuchardt 1
Venkat Gudivada 1
Gabriela Csurka 1
Stéphane Clinchant 1
Ornan Gerstel 1
Xiao Fang 1
Kalyankumar Datta 1
Allison Powell 1
Irene Greif 1
Daniel Bobrow 1
Aleksander Kołcz 1
Chunghsien Wu 1
Christer Hulten 1
Lawrence Lefkowitz 1
Abdul Shariff 1
Venkataraman Ramesh 1
Alex Borgida 1
Ari Pirkola 1
Andreas Broschart 1
Arno Peels 1
Kermit Gilbert 1
Linda Fineman 1
Satoshi Matsuoka 1
Shin Takahashi 1
Prasun Dewan 1
Zheng Ye 1
Pertti Vakkari 1
Fabio Schreiber 1
Sara Cohen 1
Carol Friedman 1
Carol Justus 1
Kurt Godden 1
Kai Lei 1
Serge Belongie 1
John Vlissides 1
Laura Haas 1
Douglas Brotz 1
Gary Nutt 1
Yiming Yang 1
Andrew Whitsitt 1
Tomas Saulys 1
Rudy Hirschheim 1
Bernard Hauzeur 1
Mark Guttenbrunner 1
Nicola Orio 1
Ben Hicks 1
Le Song 1
Bernhard Schölkopf 1
Ping Li 1
Hui Fang 1
Tomchao Zhou 1
Mstislav Maslennikov 1
Yimin Wei 1
Yeyi Wang 1
Celia Romm 1
Thomas Rölleke 1
Guangquan Zhang 1
Fei Cai 1
Alan Smeaton 1
Hongbin Dai 1
Ling Liu 1
Marco Ferrante 1
Jing Zhang 1
Ian Soboroff 1
Chris Ding 1
Chunhung Cheng 1
Ernesto Damiani 1
Siddharth Kaza 1
Shima Gerani 1
Tora Bikson 1
Hyoungjoo Kim 1
Aris Anagnostopoulos 1
Aleksandr Chuklin 1
Anne Schuth 1
Ke Zhou 1
Wenhaw Chong 1
David Dupplaw 1
Peter Lyngbæk 1
Gwang Jung 1
Jianguo Wang 1
Xiaoguang Liu 1
O Wu 1
Victor Sanchez 1
Quan Wang 1
Riccardo Ortale 1
Alan Katz 1
Joyce Reynolds 1
Gregory Finn 1
Jonathan Postel 1
Melody Ivory 1
Thomas Mastaglio 1
Tuomas Talvensaari 1
Georges Dupret 1
Stuart Weibel 1
Yiliang Zhao 1
Chunwu Leng 1
Daniel Weld 1
Johan Bollen 1
Chienchin Chen 1
Mingsyan Chen 1
Aditya Parameswaran 1
Liu Wenyin 1
Su Yan 1
Siyu Qiu 1
Tiziano Fagni 1
Chihyi Chiu 1
Gueiwun Han 1
David Roach 1
Michael Shepherd 1
David Losada 1
Leif Azzopardi 1
Beat Wüthrich 1
Andreas Paepcke 1
Theodore Linden 1
Mark Carter 1
Les Gasser 1
Bradley Hartfield 1
Terry Winograd 1
Wenhsiang Lu 1
Dan Frankowski 1
Ben He 1
Batya Friedman 1
Jörg Sander 1
Long Guo 1
Kai Zheng 1
Rachel Matichin 1
Gobinda Kole 1
Caroline Eastman 1
Mike Graf 1
Gail Rein 1
Clarence Ellis 1
Steven Smith 1
Blake Dworaczyk 1
Juifeng Yeh 1
Mihai Surdeanu 1
Dianne O'Leary 1
Monique Snoeck 1
Wei Min 1
Zongru Wan 1
Saddam Bekhet 1
Christophe Van Gysel 1
Furu Wei 1
Yuchen Li 1
Eero Eloranta 1
Eduardo Rodríguez 1
Olivier Chapelle 1
Rifat Ozcan 1
Daniel Berry 1
Norbert Janssen 1
Alan Biermann 1
Carolyn Stanley 1
Rajiv Choudhary 1
Hiroshi Kuribayashi 1
Robert DeLine 1
M Albakour 1
Gondy Leroy 1
Trystan Upstill 1
Srinandan Dasmahapatra 1
Munmun De Choudhury 1
Ajita John 1
Eyal Krikon 1
Richard Taylor 1
Giampio Bracchi 1
Steven Shute 1
Beb Galdes 1
Douglas Metzler 1
Scott Deerwester 1
Peter Bollmann 1
Federico Barbic 1
Eric Lo 1
Ramesh Sankaranarayanan 1
Tharam Dillon 1
Dennis Heimbigner 1
Sidney Harris 1
Haizhou Li 1
Thomas Griffiths 1
Joe Frankel 1
Pere Comas 1
Lluís Màrquez 1
Zhiyuan Liu 1
Hongning Wang 1
Yuvraj Agarwal 1
Paolo Ciaccia 1
Cristina Sernadas 1
Huiling Zhang 1
Xiang Li 1
Ronen Brafman 1
Mary McCabe 1
Martha Szczur 1
Nicholas Jennings 1
Chenghian Goh 1
Chihfong Tsai 1
Hong Yu 1
Jeffreyjunfeng Pan 1
Kasim Candan 1
Mehmet Dönderler 1
Prasanna Ganesan 1
Renato De Mori 1
Nikos Mamoulis 1
William Cooper 1
Jean Tague-Sutcliffe 1
Bernd Lamparter 1
Dawei Song 1
Alex Bocharov 1
Gabriele Tolomei 1
Sinnojialin Pan 1
Weimao Ke 1
Yongyi Mao 1
Steven Schockaert 1
Vlad Tanasescu 1
Shan Wang 1
Piero Molino 1
Yating Zhang 1
Ahmad Al Sallab 1
Nancy Tinkham 1
Milam Aiken 1
Kevyn Collins-Thompson 1
Mohamed Sarwat 1
Pierre Dupont 1
Christine Kincaid 1
Stephen Weyer 1
Jari Veijalainen 1
Longbing Cao 1
Nathan Griffiths 1
Jia Chen 1
Qin Jin 1
Shenghua Bao 1
James Thornton 1
Joyce Chai 1
Patrick Gallinari 1
Mark Dunlop 1
Udi Manber 1
Samuel Huston 1
W Croft 1
Thomas Hofmann 1
Zan Huang 1
M Scerbo 1
Robert Allen 1
Steven Kimbrough 1
Roger Ehrich 1
Jiaul Paik 1
Veronica Falcao 1
Herbert Van De Sompel 1
Christos Tryfonopoulos 1
Petros Venetis 1
Krisztian Balog 1
Daniel McDonald 1
Viktor Prasanna 1
Dipasree Pal 1
Carolyn Watters 1
Jun Wang 1
Stephen Smith 1
Paul Resnick 1
Erkki Lehtinen 1
Kuldeep Karnawat 1
David Bodoff 1
Xindong Wu 1
Shichao Zhang 1
Ming Zhou 1
Qingping Tan 1
Bo Hu 1
Shashi Shekhar 1
Yufei Tao 1
Al Khorasani 1
Olivia Liu Sheng 1
Peter Mika 1
Chao Wang 1
Stephen Wong 1
Anatol Holt 1
Robert Kraut 1
Stefano Mizzaro 1
Gary Katzenstein 1
Randolph McAfee 1
Andrew Whinston 1
Paul Klose 1
Samuel Epstein 1
Giulio Pibiri 1
Masumi Shirakawa 1
Lei Hou 1
Daniel Dreilinger 1
Ellen Riloff 1
Yannis Ioannidis 1
Norman Meyrowitz 1
F Ho 1
Dolf Trieschnigg 1
Jie Tang 1
Sen Wu 1
Jakob Simonsen 1
Hongyuan Zha 1
Yiliang Zhao 1
Yuanzhupeter Chen 1
Liling Jiang 1
Kevin Arthur 1
Shumin Zhai 1
Kathryn McKinley 1
Pablo Castells 1
Javed Mostafa 1
José Paramá 1
Daniela Rus 1
Karen Ruhleder 1
M Markus 1
T Waema 1
Ridho Reinanda 1
Wen Wu 1
Zhihua Zhou 1
Preetam Ghosh 1
Yanchun Zhang 1
Bingquan Liu 1
Guangyou Zhou 1
Haoran Wang 1
Bing Pan 1
Takeshi Yoshioka 1
Kuantsae Huang 1
Andrew Clement 1
George Thoma 1
Álvaro Barreiro 1
Qiaozhu Mei 1
Yang Yang 1
Leon Stenneth 1
Mingming Jiang 1
Jiangning He 1
DikKun Lee 1
Sylvia Sheppard 1
Luc Moreau 1
Khoa Doan 1
Ken McGarry 1
Jing Jiang 1
Ilmério Silva 1
Ehud Rivlin 1
Markus Schedl 1
Gerhard Widmer 1
Alberto Belussi 1
Peter Nürnberg 1
Jaap Kamps 1
Liqun Ruan 1
Ralf Keller 1
Jiangtao Cui 1
Ke Wang 1
Aqil Azmi 1
Nouf Alshenaifi 1
Victor Mak 1
Daniel Ford 1
Richard Connor 1
Roger Dannenberg 1
Alda Gançarski 1
Henry Lucas, 1
Cheng Hsu 1
Andrew Turpin 1
Roberto Konow 1
Gerald Barber 1
Andrew Bailey 1
Robert Purvy 1
Mário Nascimento 1
Xuanhui Wang 1
Lele Yu 1
Xuemeng Song 1
Shojiro Nishio 1
Xiaoli Li 1
Jie Tang 1
Yukun Zhao 1
Tianjun Fu 1
Jingjing Zhang 1
Wendy Mackay 1
Kehchiang Yu 1
Silvano Pozzi 1
George Mihaila 1
Aya Soffer 1
Yi Wu 1
Ilaria Bordino 1
Julien Ah-Pine 1
Jing Yang 1
Enhong Chen 1
Hui Liu 1
Yi Liao 1
Criston Souza 1
Eduardo Laber 1
Kenneth Grant 1
Stefan Britts 1
Giuseppe Amato 1
Max Egenhofer 1
Jarmo Toivonen 1
Maristella Agosti 1
Adam Cannane 1
Vittorio Giannini 1
Yutaka Kataoka 1
Randy Pausch 1
Ilya Markov 1
Chathra Hendahewa 1
Reijo Savolainen 1
Eero Sormunen 1
Paavo Arvola 1
Cristiana Bolchini 1
Paolo Boldi 1
Paul Lewis 1
Dorée Seligmann 1
Pierangela Samarati 1
Yoram Singer 1
Emmet Whitehead 1
Stephen Kwan 1
Kate Ehrlich 1
Paul Bennett 1
Ferhan Türe 1
Rana Forsati 1
Weiqing Wang 1
Yuanfeng Song 1
Dingyu Yang 1
Domenico Dato 1
Anthony LaMarca 1
Curtis Cole 1
Shamim Mohamed 1
Christopher Chute 1
Edmund Yu 1
G Blake 1
M Papa 1
Andreas Rauber 1
Jacques Savoy 1
Steve Whittaker 1
R Palmer 1
Mc Schraefel 1
Tiancheng Lou 1
Zhaoyan Ming 1
David Sturman 1
TeckTim Tan 1
Nava Pliskin 1
Xiangfeng Luo 1
Kejia Chen 1
Yu Jing 1
Walter Luyten 1
Daniel Samarov 1
Ya Zhang 1
Zhiqian Zhang 1
Yidong Shen 1
Peter Sassone 1
Taesup Moon 1
Yingqin Gu 1
Jeff Conklin 1
Quinzheng Kong 1
Ida Mele 1
Yonghong Tian 1
Shoaib Jameel 1
Yulan He 1
Bin Cui 1
Christopher Bailey 1
Beitao Li 1
Peter Turney 1
Sunil Sarin 1
Elena Zheleva 1
Liangchih Yu 1
Clarence, Ellis 1
Ahmed Elmagarmid 1
Tamara Kolda 1
Seppe Broucke 1
Giorgos Kordopatis-Zilos 1
TeSon Kuo 1
Ralf Schenkel 1
Jakob Gonczarowski 1
John Lamping 1
Sunghun Kim 1
Jianying Hu 1
Bruno Pôssas 1
Wagner Meira 1
Robert Jacob 1
Chen Zhang 1
Michael Lesk 1
Yong Ge 1
Colin Ware 1
Ming Liu 1
Kareem Darwish 1
Sumit Bhatia 1
Douglas Shook 1
Oscar Nierstrasz 1
David Choy 1
Roberto Zicari 1
Anagha Kulkarni 1
James Allan 1
Zhen Yue 1
Joachim Schmidt 1
Andy Hopper 1
Roy Want 1
Jim Gemmell 1
Fatima Al-Garawi 1
Ying Zhang 1
Jiang Bian 1
Emanuele Buccio 1
Lifeng Jia 1
Tsunghan Tsai 1
Charalampos Chelmis 1
Julie Borsack 1
Michael Newman 1
Eliot Moss 1
Gregory Crane 1
Jay Israel 1
Judith Olson 1
Gary Olson 1
Chris Schmandt 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Jennifer Xu 1
Steve Fox 1
Wei Gao 1
Maarten Clements 1
Brigitte Rock 1
Georg Gottlob 1
Jon Gulla 1
Peng Cui 1
Azhar Alhindi 1
Nicholas Belkin 1
Bo Hu 1
Michael Bendersky 1
Einat Minkov 1
Colette Rolland 1
Jian Zhang 1
Shanshan Huang 1
Alasdair Thomason 1
Zhong Su 1
W Edwards 1
Paul Dourish 1
Ettore Ritacco 1
Richard Sproat 1
Ron Sacks-Davis 1
Martti Juhola 1
Lorraine Normore 1
Richard Entlich 1
Qi Liu 1
David De Roure 1
Scott Moore 1

Affiliation Paper Counts
Adobe Systems Incorporated 1
Industrial Technology Research Institute of Taiwan 1
Colby College 1
Oregon State University 1
La Trobe University 1
University of Electro-Communications 1
University of Liege 1
Hefei University of Technology 1
National University of Defense Technology China 1
Korea University 1
Tilburg University 1
University College Dublin 1
University of Texas at Arlington 1
Florida State University 1
American Chemical Society 1
University of New South Wales 1
Federal University of Uberlandia 1
Enel 1
Dalhousie University 1
Colorado State University 1
Nokia Bell Labs 1
Federal University of Mato Grosso do Sul 1
University of Houston 1
Towson University 1
University of Pavia 1
Sun Microsystems 1
Universite Paris 1 Pantheon-Sorbonne 1
Beijing University of Posts and Telecommunications 1
Open University of Israel 1
Chungbuk National University 1
HP Labs 1
Norwegian University of Science and Technology 1
Philips Healthcare Nederland 1
OMRON Corporation 1
Dartmouth College 1
Queensland University of Technology 1
University of Central Oklahoma 1
Cisco Systems 1
University of South Carolina 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
The University of Georgia 1
Fraunhofer Institute for Integrated Publication and Information Systems Institute IPSI 1
University of Insubria 1
University of Greenwich 1
Monterey Bay Aquarium Research Institute 1
University of Connecticut 1
University of Newcastle, Australia 1
Polytechnic Institute of Bari 1
Pace University 1
University of California System 1
Emerson College 1
University of Brescia 1
University of Koblenz-Landau 1
Memorial University of Newfoundland 1
Research Organization of Information and Systems National Institute of Informatics 1
University of Qatar 1
Yonsei University 1
University of Warsaw 1
Institute of Information Science Academia Sinica Taiwan 1
Claremont Graduate University 1
Jadavpur University 1
King's College London 1
State University of New York College at Oneonta 1
Fairleigh Dickinson University 1
Queen's University, Kingston 1
University of Ottawa, Canada 1
Northwestern University 1
South Valley University 1
University of Hamburg 1
Iona College 1
University of Athens 1
MITRE Corporation 1
Nippon Telegraph and Telephone Corporation 1
Universitat Pompeu Fabra 1
National Research Council Canada 1
Rensselaer Polytechnic Institute 1
Princeton University 1
University of Minnesota Duluth 1
Masaryk University 1
Oak Ridge National Laboratory 1
RWTH Aachen University 1
Roskilde University 1
Ohio University Athens 1
Technische Universitat Braunschweig 1
University of Liverpool 1
Xidian University 1
Nortel Networks 1
University of Neuchatel 1
University of Aarhus 1
Technical University of Darmstadt 1
San Francisco State University 1
Radboud University Nijmegen 1
The University of Nottingham Malaysia Campus 1
Instituto Superior Tecnico 1
University of Magdeburg 1
Institute for Cancer Research and Treatment, Candiolo 1
Rice University 1
University of Adelaide 1
Florida Atlantic University 1
Universite Pierre et Marie Curie 1
University of Windsor 1
Missouri Botanical Garden 1
Harvard University 1
University of Haifa 1
University of Regina 1
New University of Lisbon 1
De Montfort University 1
Cairo University 1
Shanghai Dianji University 1
MIT Computer Science and Artificial Intelligence Laboratory 1
Nokia Corporation 1
Xuzhou Normal University 1
University of Nairobi 1
Indian Institute of Technology, Kharagpur 1
Nanjing Audit University 1
Beijing Normal University 1
University of Turin 1
Universidad de Vigo 1
University of Vermont 1
University of Manchester 1
Fuji Xerox Co., Ltd. 1
National Security Agency 1
University of Turku 1
University of Patras 1
University of Hawaii System 1
Universite Claude Bernard Lyon 1 1
Ghent University 1
University of Dublin, Trinity College 1
Texas A and M University System 1
Institute of Computer Science Crete 1
Miami University Oxford 1
University of Victoria 1
University of Bari 1
Wright State University 1
Institute of Information Science and Technologies, Pisa 1
International Computer Science Institute 1
University of Pennsylvania 1
University of Waikato 1
University of Hawaii at Manoa 1
University of Wollongong 1
Bentley College 1
University of Toledo 1
Chemical Abstracts Service 1
Ton-Duc-Thang University 1
AT&T Laboratories Florham Park 1
University of Quebec System 1
Universite de Lyon 1
Universidad Francisco Marroquin 1
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 1
Courant Institute of Mathematical Sciences 1
Shanghai University 1
Fluminense Federal University 1
Central China Normal University 1
Weill Cornell Medical College 1
National Chung Cheng University 1
College of Charleston 1
Universidad de Santiago de Compostela 1
Bar-Ilan University 1
University of Arkansas - Fayetteville 1
Robert Gordon University 1
Lakehead University 1
Acxiom Corporation 1
University of Cincinnati 1
George Mason University 1
University of Helsinki 1
California State University 1
Nanjing University of Post and TeleCommunications 1
Shenzhen University 1
Fujitsu Ltd. 1
Deutsche Telekom 1
Technical University of Berlin 2
University of Cambridge 2
University of Edinburgh 2
Hebrew University of Jerusalem 2
Lehigh University 2
Mayo Clinic 2
Worcester Polytechnic Institute 2
University of Louisiana at Lafayette 2
University of Otago 2
IBM, Egypt 2
Victoria University Melbourne 2
Universite d'Avignon et des Pays du Vaucluse 2
IBM, USA 2
University of Calabria 2
University of Notre Dame 2
Tel Aviv University 2
Xerox Research Centre Europe 2
Democritus University of Thrace 2
Yahoo Research Barcelona 2
Aston University 2
Waseda University 2
University of Michigan-Dearborn 2
Northeastern University 2
BBN Technologies 2
University of Bologna 2
INRIA Rocquencourt 2
University of California, Riverside 2
University of Science and Technology of China 2
NASA Goddard Space Flight Center 2
Weizmann Institute of Science Israel 2
University of Illinois 2
National Chiao Tung University Taiwan 2
National Cheng Kung University 2
Tampere University of Technology 2
Drexel University 2
Ludwig Maximilian University of Munich 2
CSIRO Mathematical and Information Sciences 2
RAND Corporation 2
University of Sao Paulo 2
Avaya Inc. 2
INRIA Rhone-Alpes 2
Queens College, City University of New York 2
Santa Clara University 2
Shahid Beheshti University 2
University of Iowa 2
The University of North Carolina System 2
Aalborg University 2
University of Texas at Austin 2
Nanjing University of Aeronautics and Astronautics 2
King Saud University 2
Fudan University 2
GM Research Lab 2
California Institute of Technology 2
University of California, Santa Barbara 2
Universidad Europea de Madrid 2
University of Wisconsin Milwaukee 2
University of Maine 2
Xiamen University 2
University of Tokyo 2
Tunis-El Manar University, Faculty of Science 2
CNRS Centre National de la Recherche Scientifique 2
University of Delaware 2
The University of Hong Kong 2
Open University 2
University of Sunderland 2
Tektronix Incorporated 2
Center for Mathematics and Computer Science - Amsterdam 2
University of Massachusetts System 2
Southwest University of Finance and Economics China 3
National Center for Biotechnology Information 3
Osaka University 3
University of Nevada, Las Vegas 3
Carleton University 3
University of California, San Diego 3
Universitat Politecnica de Catalunya 3
University of Texas at Dallas 3
Georgetown University 3
The University of Sydney 3
Naval Postgraduate School 3
University of Udine 3
Pontifical Catholic University of Rio de Janeiro 3
Syracuse University 3
Queen Mary, University of London 3
University of Mannheim 3
Monash University 3
Chinese Academy of Sciences 3
The University of North Carolina at Charlotte 3
Hewlett-Packard Inc. 3
IBM China Company Limited 3
University of Miami 3
University of Essex 3
University of Oxford 3
Vienna University of Technology 3
eBay, Inc. 3
The Education University of Hong Kong 3
Tianjin University 3
University of Bath 3
University of Pisa 3
Aalto University 3
New Jersey Institute of Technology 3
Swiss Federal Institute of Technology, Zurich 3
Dublin City University 3
University of Kansas 3
Virginia Commonwealth University 3
University of Tehran 3
University of Duisburg-Essen 3
University of Reggio Calabria 3
Australian National University 3
Georgia State University 3
Universidad Autonoma de Madrid 3
Academia Sinica Taiwan 3
Indiana University 3
Los Alamos National Laboratory 3
Max Planck Institute for Informatics 3
University of California, Los Angeles 3
Old Dominion University 3
Boston University 4
University of Illinois at Chicago 4
American University of Beirut 4
Delft University of Technology 4
University of Florida 4
National Institute of Standards and Technology 4
University of Montreal 4
University of Copenhagen 4
Columbia University 4
National Taiwan University 4
Karlsruhe Institute of Technology, Campus South 4
University of Geneva 4
Fondazione Ugo Bordoni 4
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 4
Binghamton University State University of New York 4
The University of Warwick 4
Federal University of Amazonas 4
Harbin Institute of Technology 4
Ca' Foscari University of Venice 4
University Michigan Ann Arbor 4
Center For Research And Technology - Hellas 4
University of Pittsburgh 5
Beijing Institute of Technology 5
University of Sheffield 5
The University of British Columbia 5
University of Roma La Sapienza 5
University of Illinois at Urbana-Champaign 5
City University of Hong Kong 5
Simon Fraser University 5
University of Minnesota System 5
Xerox Corporation 5
University of Southern California, Information Sciences Institute 5
University of Strathclyde 5
Ben-Gurion University of the Negev 5
Microsoft Research Cambridge 5
Kyoto University 5
University of Utah 5
Catholic University of Leuven, Leuven 5
The University of Western Ontario 5
Pohang University of Science and Technology 5
York University Canada 5
Brno University of Technology 5
Polytechnic Institute of Turin 5
Nankai University 5
Beihang University 5
Google Inc. 5
University of Chicago 6
Zhejiang University 6
University of Twente 6
IBM Haifa Labs 6
University at Buffalo, State University of New York 6
Duke University 6
Cornell Tech 6
Sun Yat-Sen University 6
National Chiayi University 6
University of Lugano 6
University of Freiburg 6
University of Alberta 6
Johannes Kepler University Linz 6
Brown University 6
University of Jyvaskyla 6
TU Dortmund University 7
Bilkent University 7
University College London 7
Purdue University 7
National Library of Medicine 7
Ohio State University 7
University of Washington, Seattle 7
University of California, Berkeley 7
University of California, Irvine 7
Nanjing University 7
IBM Almaden Research Center 8
University of Virginia 8
Italian National Research Council 8
Cardiff University 8
Rutgers, The State University of New Jersey 9
Universidad de Chile 9
Michigan State University 9
Georgia Institute of Technology 9
Institute for Infocomm Research, A-Star, Singapore 9
Wuhan University 9
Hong Kong Polytechnic University 10
Federal University of Minas Gerais 10
Illinois Institute of Technology 10
Indian Statistical Institute, Kolkata 10
University of Milan 10
New York University 11
Universidad de A Coruna 11
Pennsylvania State University 11
University of Padua 11
Singapore Management University 11
Arizona State University 12
Hong Kong University of Science and Technology 12
The University of North Carolina at Chapel Hill 13
Telcordia Technologies, Inc. 13
Texas A and M University 13
Virginia Tech 13
University of Electronic Science and Technology of China 13
Cornell University 13
University of Technology Sydney 14
Nanyang Technological University 14
University of Southern California 14
Shandong University 14
University of Colorado at Boulder 15
University of Toronto 16
University of Melbourne 17
Carnegie Mellon University 17
Shanghai Jiaotong University 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
Microsoft Research Asia 18
University of Waterloo 18
Microsoft Corporation 18
University of Southampton 19
Microelectronics Computer Technology Corporation 20
Politecnico di Milano 20
Renmin University of China 20
Technion - Israel Institute of Technology 21
University of Glasgow 21
University of Amsterdam 21
Stanford University 23
Yahoo Research Labs 23
University of Tampere 23
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
University of Massachusetts Amherst 25
University of Queensland 26
RMIT University 28
Chinese University of Hong Kong 28
University of Arizona 29
Microsoft Research 30
IBM Thomas J. Watson Research Center 33
University of Maryland 34
Peking University 35
Tsinghua University 38
National University of Singapore 41
 
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