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Introduction to Special Issue on the Best Papers from KDD 2016

This issue contains the best papers from the ACM KDD Conference 2016. As is customary at KDD, special issue papers are invited only from the research... (more)

Ranking Causal Anomalies for System Fault Diagnosis via Temporal and Dynamical Analysis on Vanishing Correlations

Detecting system anomalies is an important problem in many fields such as security, fault... (more)

Cross-Dependency Inference in Multi-Layered Networks

The increasingly connected world has catalyzed the fusion of networks from different domains, which facilitates the emergence of a new network... (more)

TRIÈST

“Ogni lassada xe persa.”1-- Proverb from Trieste, Italy. We present trièst, a suite of one-pass streaming algorithms to compute unbiased, low-variance, high-quality approximations of the global and local (i.e., incident to each vertex) number of triangles in a fully dynamic graph represented as an adversarial stream of edge... (more)

Graph-Based Fraud Detection in the Face of Camouflage

Given a bipartite graph of users and the products that they review, or followers and followees, how can we detect fake reviews or follows? Existing... (more)

Discovering Conditional Matching Rules

Matching dependencies (MDs) have recently been proposed to make data dependencies tolerant to various information representations, and found useful in data quality applications such as record matching. Instead of the strict equality function used in traditional dependency syntax (e.g., functional dependencies), MDs specify constraints based on... (more)

Query-Driven Learning for Predictive Analytics of Data Subspace Cardinality

Fundamental to many predictive analytics tasks is the ability to estimate the cardinality (number of data items) of multi-dimensional data subspaces,... (more)

Large-Scale Online Feature Selection for Ultra-High Dimensional Sparse Data

Feature selection (FS) is an important technique in machine learning and data mining, especially for large-scale high-dimensional data. Most existing... (more)

Modeling Temporal Activity to Detect Anomalous Behavior in Social Media

Social media has become a popular and important tool for human communication. However, due to this popularity, spam and the distribution of malicious... (more)

Rumor Gauge

The spread of malicious or accidental misinformation in social media, especially in time-sensitive situations, such as real-world emergencies, can have harmful effects on individuals and society. In this work, we developed models for automated verification of rumors (unverified information) that propagate through Twitter. To predict the veracity of... (more)

NEWS

April 2017 -- Call for Nominations

 

Editor-In-Chief, ACM Transaction on Knowledge Discovery from Data

 

About TKDD 

The ACM Transactions on Knowledge Discovery from Data (TKDD) publishes original archival papers in the area of knowledge discovery from data and closely related disciplines.  The majority of the papers that appear in TKDD is expected to address the logical and technical foundation of knowledge discovery and data mining.

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Forthcoming Articles
Community Detection Using Diffusion Information

Community detection in social networks has become a popular topic of research during the last decade. There exist a variety of algorithms for modularizing the network graph into different communities. However, they mostly assume that partial or complete information of the network graphs are available which is not feasible in many cases. In this paper, we focus on detecting communities by exploiting their diffusion information. We utilize the Conditional Random Field (CRF) to model the behavior of diffusion process. The proposed method (CoDi) does not require any prior knowledge of the network structure or specific properties of communities. Furthermore, in contrast to the structure based community detection methods, this method is able to identify the hidden communities. The experimental results indicate considerable improvements in detecting communities based on accuracy, scalability and real cascade information measures.

Local Spectral Clustering for Overlapping Community Detection

Large graphs arise in a number of contexts and understanding their structure and extracting information from them is an important research area. Early algorithms on mining communities have focused on the global structure, and often run in time functional to the size of the entire graph. Nowadays, as we often explore networks with billions of vertices and find communities of size hundreds, it is crucial to shift our attention from macroscopic structure to microscopic structure in large networks. A growing body of work has been adopting local expansion methods in order to identify the community members from a few exemplary seed members. In this paper, we propose a novel approach for finding overlapping communities called LEMON (Local Expansion via Minimum One Norm). The algorithm finds the community by seeking a sparse vector in the span of the local spectra such that the seeds are in its support. We show that LEMON can achieve the highest detection accuracy among state-of-the-art proposals. The running time depends on the size of the community rather than that of the entire graph. The algorithm is easy to implement, and is highly parallelizable. We further provide theoretical analysis on the local spectral properties, bounding the measure of tightness of extracted community in terms of the eigenvalues of graph Laplacian. Moreover, given that networks are not all similar in nature, a comprehensive analysis on how the local expansion approach is suited for uncovering communities in different networks is still lacking. We thoroughly evaluate our approach using both synthetic and real-world datasets across different domains, and analyze the empirical variations when applying our method to inherently different networks in practice. In addition, the heuristics on how the seed set quality and quantity would affect the performance are provided.

Profit Maximization with Sufficient Customer Satisfactions

In many commercial campaigns, we observe that there exists a trade-off between the number of customers satisfied by the company and the profit gained. Merely satisfying as many customers as possible or maximizing the profit is not desirable. To this end, in this paper, we propose a new problem called k-Satisfiability Assignment for Maximizing the Profit (k-SAMP) where k is a user parameter and a non-negative integer. Given a set P of products and a set O of customers, k-SAMP is to find an assignment between P and O such that at least k customers are satisfied in the assignment and the profit incurred by this assignment is maximized. Although we find that this problem is closely related to two classic computer science problems, namely maximum weight matching and maximum matching, the techniques developed for these classic problems cannot be adapted to our k-SAMP problem. In this work, we design a novel algorithm called Adjust for the k-SAMP problem. Given an assignment A, Adjust iteratively increases the profit of A by adjusting some appropriate matches in A while keeping at least k customers satisfied in A. We prove that Adjust returns a global optimum. Extensive experiments were conducted which verified the efficiency of Adjust.

Mining Overlapping Communities and Inner Role Assignments through Bayesian Mixed-Membership Models of Networks with Context-Dependent Interactions

The seamless integration of community discovery and role assignment has been recently proposed as an unsupervised approach to the exploratory analysis of networks, aimed to unveil the participation of nodes in multiple overlapping communities along with the roles played therein. One limitation of these prototypical research efforts is that the formation of ties is not truly realistic, since it does not account for a fundamental aspect of link establishment in real-world networks, i.e., the explicative reasons that cause interactions among nodes. Such reasons can be abstractedly interpreted as generic requirements of nodes that are met by other nodes and essentially pertain both to the nodes themselves and to their different interaction contexts (i.e., the respective communities and roles). In this manuscript, we present two new model-based machine-learning approaches, wherein community discovery and role assignment are tightly integrated and simultaneously performed through approximate posterior inference in Bayesian mixed-membership models of directed networks. The two proposed models account for the explicative reasons governing link establishment in terms of node-specific and contextual latent interaction factors. The former are inherently characteristic of nodes, while the latter are characterizations of nodes in the context of the individual communities and roles. The generative process of the devised models assigns nodes to communities with respective roles and connects them through directed links, which are probabilistically governed by their node-specific and contextual interaction factors. The two proposed models differ in the impact of the contextual interaction factors on link generation. We develop MCMC algorithms implementing approximate posterior inference and parameter estimation within our models. Finally, we demonstrate their superiority in community compactness and link prediction via an intensive comparative experimentation on real-world and synthetic networks.

Data Stream Evolution Diagnosis using Recursive Wavelet Density Estimators

Data streams are a new class of data that is becoming pervasively important in a wide range of applications, ranging from sensor networks, environmental monitoring to finance. In this paper, we propose a novel framework for online characterisation and diagnosing the evolution of multidimensional streaming data which incorporates Recursive Wavelet Density Estimators into the context of Velocity Density Estimation. In the proposed framework changes in streaming data are characterised by the use of local and global evolution coefficients. In addition, we propose for the analysis of changes in the correlation structure of the data a recursive implementation of Pearson correlation coefficient using exponential discounting. Two visualisation tools namely, temporal and spatial velocity profiles, are extended in the context of our framework. Three are the main advantages of the proposed method over previous approaches: 1) the memory storage required is minimal and independent of any window size; 2) it has a significantly lower computational complexity; and 3) it makes possible the fast diagnosis of data evolution at all dimensions and at relevant combinations of dimensions with only one pass of the data. With the help of three examples, we show the frameworks relevance in a change detection context and its potential capability for real world applications.

Bibliometrics

Publication Years 2007-2017
Publication Count 297
Citation Count 2632
Available for Download 297
Downloads (6 weeks) 3359
Downloads (12 Months) 30731
Downloads (cumulative) 199325
Average downloads per article 671
Average citations per article 9
First Name Last Name Award
Foto Afrati ACM Fellows (2014)
Charu Chandra Aggarwal ACM Fellows (2013)
John Canny ACM Doctoral Dissertation Award (1987)
Carlos A. Castillo ACM Senior Member (2014)
Ming-Syan Chen ACM Fellows (2006)
Chris Clifton ACM Senior Member (2006)
Graham R. Cormode ACM Distinguished Member (2013)
Christos Faloutsos ACM Fellows (2010)
Benjamin Fung ACM Senior Member (2013)
Johannes Gehrke ACM Fellows (2014)
Lee Giles ACM Fellows (2006)
John Guttag ACM Fellows (2006)
Jiawei Han ACM Fellows (2003)
John E Hopcroft ACM Karl V. Karlstrom Outstanding Educator Award (2008)
ACM Fellows (1994)
ACM A. M. Turing Award (1986)
Piotr Indyk ACM Fellows (2015)
ACM Paris Kanellakis Theory and Practice Award (2012)
Masaru Kitsuregawa ACM Fellows (2012)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Fellows (2013)
ACM Prize in Computing (2008)
Sarit Kraus ACM Fellows (2014)
Hans-Peter Kriegel ACM Fellows (2009)
Laks Lakshmanan ACM Distinguished Member (2016)
Ming Li ACM Fellows (2006)
Chih-Jen Lin ACM Fellows (2015)
ACM Distinguished Member (2011)
ACM Senior Member (2010)
Chang-Tien Lu ACM Distinguished Member (2015)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Filippo Menczer ACM Distinguished Member (2013)
S. Muthukrishnan ACM Fellows (2010)
Shamkant B Navathe ACM Fellows (2014)
Sethuraman Panchanathan ACM Senior Member (2009)
Jian Pei ACM Fellows (2015)
ACM Senior Member (2007)
Raghu Ramakrishnan ACM Fellows (2001)
Dan Roth ACM Fellows (2011)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Domenico Sacca ACM Senior Member (2007)
Padhraic Smyth ACM Fellows (2013)
Divesh Srivastava ACM Fellows (2011)
Jie Tang ACM Senior Member (2017)
Donald F Towsley ACM Fellows (1997)
Jeffrey D Ullman ACM Karl V. Karlstrom Outstanding Educator Award (1997)
ACM Fellows (1995)
Eli Upfal ACM Fellows (2005)
Limsoon Wong ACM Fellows (2013)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Qiang Yang ACM Distinguished Member (2011)
Philip S Yu ACM Fellows (1997)
Mohammed Zaki ACM Distinguished Member (2010)
Ben Yanbin Zhao ACM Distinguished Member (2015)
Yu Zheng ACM Distinguished Member (2016)
ACM Senior Member (2011)
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
Christos Faloutsos 13
Jieping Ye 7
Hui Xiong 7
Jian Pei 5
Tao Li 5
Aristides Gionis 5
Feiping Nie 4
Christopher Jermaine 4
Heng Huang 4
Shenghuo Zhu 4
Zhihua Zhou 4
Hong Cheng 4
Philip YU 4
John Lui 4
Bin Guo 4
Huan Liu 4
Zhiwen Yu 4
Fabio Fassetti 3
Chengqi Zhang 3
Dingding Wang 3
Lei Tang 3
Yihong Gong 3
Evimaria Terzi 3
Yasushi Sakurai 3
Yun Chi 3
Jilles Vreeken 3
Xiaoli Fern 3
Mingsyan Chen 3
Enhong Chen 3
Qi Liu 3
Malik Magdon-Ismail 3
Jure Leskovec 3
Hanghang Tong 3
Lise Getoor 3
Guofei Jiang 3
John Hopcroft 3
Fabrizio Angiulli 3
Panayiotis Tsaparas 2
Zhu Wang 2
Jianhui Chen 2
Yu Zhang 2
Arthur Zimek 2
Michalis Vazirgiannis 2
Junzhou Zhao 2
Xiaohong Guan 2
Geoffrey Webb 2
Panagis Magdalinos 2
Indrajit Bhattacharya 2
Jin Huang 2
Xiao Yu 2
Wei Cheng 2
Qiang Yang 2
Yangqiu Song 2
Yanjie Fu 2
Charles Ling 2
Andrea Esuli 2
Nikolaj Tatti 2
Petros Drineas 2
JiLei Tian 2
Ping Luo 2
B Prakash 2
Yuru Lin 2
Shinjae Yoo 2
Ian Davidson 2
Antonella Guzzo 2
Steven Hoi 2
Jiawei Han 2
Ruoming Jin 2
Antônio Loureiro 2
Lei Chen 2
Daniel Kifer 2
Alex Beutel 2
Jiawei Han 2
Xiang Zhang 2
Fabrizio Sebastiani 2
Laks Lakshmanan 2
Yan Liu 2
Jimeng Sun 2
Don Towsley 2
Rita Chattopadhyay 2
Sucheta Soundarajan 2
Matteo Riondato 2
Yong Ge 2
Xianchao Zhang 2
Dacheng Tao 2
Belle Tseng 2
Vivekanand Gopalkrishnan 2
Jie Tang 2
Wei Ding 2
Eugene Agichtein 2
Christopher Leckie 2
Carlotta Domeniconi 2
Sanjay Ranka 2
Jiliang Tang 2
Dantong Yu 2
Charalampos Tsourakakis 2
Kui Yu 2
Srinivasan Parthasarathy 2
Hari Sundaram 2
Spiros Papadimitriou 2
Mohamed Bouguessa 2
Joydeep Ghosh 2
Martin Ester 2
Wei Fan 2
Dino Pedreschi 2
Eli Upfal 2
Neil Shah 2
Charu Aggarwal 2
Wei Wang 2
Jirong Wen 2
Pinghui Wang 2
Hao Huang 2
Hong Qin 2
Kristina Lerman 2
Yehuda Koren 2
Chen Chen 2
Heikki Mannila 2
David Jensen 1
Tengfei Bao 1
Brook Wu 1
Glenn Fung 1
Zeeshan Syed 1
Kamalakar Karlapalem 1
Dimitrios Mavroeidis 1
Dale Schuurmans 1
Peer Kröger 1
Céline Robardet 1
Jean Boulicaut 1
Pradeep Tamma 1
Zengjian Hu 1
Boaz Ben-Moshe 1
Ori Stitelman 1
Neil Smalheiser 1
James Cheng 1
Shachar Kaufman 1
Leland Wilkinson 1
José Balcázar 1
Weekeong Ng 1
Hockhee Ang 1
Mengling Feng 1
Xiao Jiang 1
Comandur Seshadhri 1
Lyle Ungar 1
Franco Turini 1
Luan Tang 1
Quanquan Gu 1
Xintao Wu 1
Nick Duffield 1
Chun Li 1
Jianyong Wang 1
Feitony Liu 1
Tao Mei 1
Sanjay Chawla 1
Jinpeng Wang 1
Josep Larriba-Pey 1
Arnau Prat-Pérez 1
Risa Myers 1
Qingtian Zeng 1
Brian Gallagher 1
John Hutchins 1
Taneli Mielikäinen 1
Ji Liu 1
Manuel Gomez-Rodriguez 1
Sethuraman Panchanathan 1
Abdullah Mueen 1
Xiaofei He 1
Yizhou Sun 1
Muthuramakrishnan Venkitasubramaniam 1
Zhi Yang 1
Yafei Dai 1
Chenguang Wang 1
Victor Lee 1
Robert Kleinberg 1
Tanmoy Chakraborty 1
David Leake 1
Zhoujun Li 1
Neilzhenqiang Gong 1
Yi Chang 1
Qiang Wei 1
Moshe Kam 1
Jieping Ye 1
Xiaofeng Zhu 1
Licong Cui 1
Pierluigi Crescenzi 1
Zijun Yao 1
Weiming Hu 1
Maoying Qiao 1
Wei Bian 1
Ying Jin 1
Hiroshi Mamitsuka 1
Ümit Çatalyürek 1
Xutong Liu 1
Yencheng Lu 1
Xue Li 1
Guodong Long 1
Jie Cheng 1
Sitaram Asur 1
Jerry Kiernan 1
Kevin Yip 1
Wei Zheng 1
Zhenxing Wang 1
Ravi Konuru 1
Baoxing Huai 1
Hengshu Zhu 1
Nick Street 1
Pritam Gundecha 1
Fan Guo 1
Edward Wild 1
John Guttag 1
Murat Kantarcıoğlu 1
Marc Plantevit 1
Jinlin Chen 1
Shantanu Godbole 1
Alin Dobra 1
Binay Bhattacharya 1
Bin Zhou 1
Anushka Anand 1
Yicheng Tu 1
Dan Simovici 1
Hao Wang 1
Siddharth Gopal 1
Madhav Jha 1
Alice Leung 1
Renato Assunção 1
Subhabrata Sen 1
Dino Ienco 1
Rosa Meo 1
Pauli Miettinen 1
Eduardo Hruschka 1
Hongliang Fei 1
Jun Huan 1
Carlos Garcia-Alvarado 1
Lei Ying 1
Yu Shi 1
Ana Appel 1
Jeffreyxu Yu 1
Zhen Guo 1
Yashu Liu 1
Waynexin Zhao 1
Faming Lu 1
Andrew Mehler 1
Stephen North 1
Chojui Hsieh 1
Chihjen Lin 1
Seungil Huh 1
Zheng Wang 1
Thanawin Rakthanmanon 1
Jesin Zakaria 1
Kedar Bellare 1
Brandon Norick 1
Ming Ji 1
Yuval Elovici 1
Ming Lin 1
Changshui Zhang 1
Carlos Lorenzetti 1
Thomas Reichherzer 1
Dan Roth 1
Wenyuan Zhu 1
Kai Zheng 1
Jeffrey Ullman 1
Zhongyuan Wang 1
Allon Percus 1
Xunhua Guo 1
Sri Ravana 1
Shiqiang Yang 1
Zoran Obradović 1
Wangchien Lee 1
Qinli Yang 1
Josif Grabocka 1
Xiang Li 1
Nicolas Schilling 1
Richard Xu 1
David Aha 1
Sougata Mukherjea 1
Ashwin Ram 1
Zhanpeng Fang 1
Jing Peng 1
Yang Zhou 1
Xinjiang Lu 1
Kamer Kaya 1
Quan Sheng 1
Maha Alabduljalil 1
Qiang Cheng 1
Daniel Halperin 1
Jian Cao 1
Jie Wang 1
Shiyou Qian 1
Dengyong Zhou 1
Biru Dai 1
Ming Zhang 1
Divesh Srivastava 1
Hungleng Chen 1
Zhenjie Zhang 1
Liang Hong 1
Hunghsuan Chen 1
Venu Satuluri 1
Rose Yu 1
Yao Zhang 1
Aisling Kelliher 1
Paul Castro 1
Lian Duan 1
Bruno Ribeiro 1
Siyuan Liu 1
Ephraim Korach 1
Anon Plangprasopchok 1
Shengrui Wang 1
Patrick Hung 1
Manolis Kellis 1
Ganesh Ramesh 1
A Patterson 1
Carlos Castillo 1
Tianbing Xu 1
Sanmay Das 1
Amit Dhurandhar 1
Beechung Chen 1
Fedja Hadzic 1
Elizabeth Chang 1
Aminul Islam 1
Li Wan 1
Weekeong Ng 1
Sethuraman Panchanathan 1
Michael Mampaey 1
Yu Lei 1
Haojun Zhang 1
Limsoon Wong 1
Maria Sapino 1
Shipeng Yu 1
Zhiting Hu 1
Pedro Melo 1
Yuan Jiang 1
Qinbao Song 1
Michele Coscia 1
Yi Wang 1
Jingchao Ni 1
Yihan Wang 1
Jaideep Srivastava 1
Charles Elkan 1
João Gama 1
Qi Lou 1
Carlos Guestrin 1
Tomoharu Iwata 1
Naonori Ueda 1
Wei Fan 1
Xifeng Yan 1
Julian McAuley 1
Sriram Srinivasan 1
Niloy Ganguly 1
Animesh Mukherjee 1
Sanjukta Bhowmick 1
Lingjyh Chen 1
Linhong Zhu 1
Makoto Yamada 1
Guoqing Chen 1
Feiyu Xiong 1
Fei Wang 1
Shiqiang Tao 1
Guoqiang Zhang 1
Bertil Schmidt 1
Yi Yang 1
Quanzeng You 1
Tao Mei 1
Kosuke Hashimoto 1
Nobuhisa Ueda 1
Jie Tang 1
Aparna Varde 1
Haiqin Yang 1
Ricardo Campello 1
Shuhui Wang 1
Qiang Qu 1
Can Chen 1
Erik Saule 1
Tao Ku 1
Yunhong Hu 1
Seunghee Bae 1
Abhisek Kundu 1
Pedro Vaz De Melo 1
Jeffrey Chan 1
Michael Houle 1
Dimitrios Gunopulos 1
Daxin Jiang 1
Muna Al-Razgan 1
Lei Zhang 1
Mohsen Bayati 1
Peilin Zhao 1
Raymond Wong 1
Ada Fu 1
Li Zheng 1
Chao Liu 1
Noman Mohammed 1
Collin Stultz 1
Jaideep Vaidya 1
Boleslaw Szymanski 1
Maguelonne Teisseire 1
Lini Thomas 1
Paolo Boldi 1
Sachindra Joshi 1
Tharam Dillon 1
Yixin Chen 1
Xuanhong Dang 1
Shumo Chu 1
Luigi Pontieri 1
Bingrong Lin 1
Francesco Bonchi 1
Kasim Candan 1
Sunil Vadera 1
S Upham 1
Thomas Porta 1
Hongzhi Yin 1
Jeffrey Erman 1
Ming Li 1
Dora Erdős 1
Joydeep Ghosh 1
Kaiyuan Zhang 1
Carlos Ordonez 1
Fosca Giannotti 1
James Cheng 1
Qing He 1
Kai Zhang 1
Yue Wu 1
Christos Anagnostopoulos 1
U Kang 1
Peter Christen 1
Daniel Dunlavy 1
Christos Doulkeridis 1
David Dominguez-Sal 1
Danai Koutra 1
Steven Skiena 1
Hiroshi Motoda 1
Chris Volinsky 1
Andreas Krause 1
Hsiangfu Yu 1
Aditya Parameswaran 1
Binbin Lin 1
Johannes Gehrke 1
Christo Wilson 1
Ben Zhao 1
Bin Liu 1
Antonio Ortega 1
Zhishan Guo 1
Yunsing Koh 1
Silei Xu 1
Leonid Hrebien 1
Bo Liu 1
Pei Yang 1
Li Li 1
Denian Yang 1
Hoangvu Dang 1
Fen Xia 1
Linlin Zong 1
Yijuan Lu 1
Feng Liu 1
Yufeng Wang 1
Ernest Garcia 1
Shamkant Navathe 1
Wei Fan 1
Rezwan Ahmed 1
Wei Wei 1
Guoqing Chen 1
Lina Yao 1
Xiaojun Chang* 1
Zhao Kang 1
Xin Jin 1
Tao Yang 1
Duygu Ucar 1
Mustafa Bilgic 1
Martin Rosvall 1
Polina Rozenshtein 1
Ben Kao 1
David Cheung 1
Cheng Zeng 1
Atreya Srivathsan 1
Tong Sun 1
Yanchi Liu 1
Songhua Xu 1
Kun Liu 1
Duo Zhang 1
Dmitry Pavlov 1
Piotr Indyk 1
Raymond Ng 1
Christopher Carothers 1
Anne Laurent 1
Satyanarayana Valluri 1
Ashish Verma 1
Jérémy Besson 1
Raghu Ramakrishnan 1
Rong Ge 1
Byronju Gao 1
Li Tu 1
Saharon Rosset 1
Claudia Perlich 1
Tuannhon Dang 1
Seekiong Ng 1
Hong Xie 1
Ramana Kompella 1
Chengkai Li 1
Vasileios Kandylas 1
Salvatore Ruggieri 1
Jing Zhang 1
Rodrigo Alves 1
Juhua Hu 1
Yu Jin 1
Veerabhadran Baladandayuthapani 1
Giulio Rossetti 1
Jeffreyxu Yu 1
Timothy De Vries 1
Eric Xing 1
Albert Bifet 1
Xiaoming Li 1
Josep Brunat 1
Jiang Bian 1
Padhraic Smyth 1
Claudia Plant 1
Jiayu Pan 1
Brandon Westover 1
Eamonn Keogh 1
Asaf Shabtai 1
Ron Eyal 1
Avi Rosenfeld 1
Shifeng Weng 1
Ana Maguitman 1
Filippo Menczer 1
Foto Afrati 1
Xiaofang Zhou 1
Rómer Rosales 1
Xindong Wu 1
Fangtao Li 1
Junjie Wu 1
Maryam Tahani 1
Hamid Rabiee 1
Ying Wei 1
Yubao Wu 1
Junming Shao 1
Yllka Velaj 1
Xiaojun Chang 1
Lars Schmidt-Thieme 1
Michael Lyu 1
Dityan Yeung 1
Evangelos Papalexakis 1
Nicholas Sidiropoulos 1
George Karypis 1
Davoud Moulavi 1
Jilei Tian 1
Fei Yi 1
Ting Guo 1
Jia Wu 1
Xingquan Zhu 1
Xun Tang 1
Koji Hino 1
Jevin West 1
Masaru Kitsuregawa 1
Xiang Zhang 1
Biao Xiang 1
Yi Zheng 1
Jenwei Huang 1
James Bailey 1
Jianping Zhang 1
Manas Somaiya 1
Graham Cormode 1
Fernando Kuipers 1
Dick Epema 1
Linpeng Tang 1
Min Wang 1
Bin Li 1
Marc Maier 1
Lionel Ni 1
MingXi Wu 1
Ye Chen 1
John Canny 1
Benjamin Fung 1
Dominique Laurent 1
Yeowwei Choong 1
Luca Becchetti 1
Ying Cui 1
Meghana Deodhar 1
Keli Xiao 1
Bo Long 1
Hans Kriegel 1
Gunjan Gupta 1
Ling Feng 1
Diana Inkpen 1
Kuan Zhang 1
Vetle Torvik 1
Luigi Moccia 1
Edoardo Serra 1
Claudio Schifanella 1
Nesreen Ahmed 1
Min Wang 1
Ali Pınar 1
Shuiwang Ji 1
Ling Chen 1
Michail Vlachos 1
Yang Liu 1
Chunxiao Xing 1
Dechuan Zhan 1
Ruggero Pensa 1
Saurabh Paul 1
Jose Hern´ndez-Orallo 1
Rainer Gemulla 1
Xueying Zhang 1
Guangtao Wang 1
Yiping Ke 1
Bryan Hooi 1
Shaoxu Song 1
Evrim Acar 1
Yang Zhou 1
Ben London 1
Joseph Ruiz Md 1
Masahiro Kimura 1
Alexander Ihler 1
Kaiwei Chang 1
Forrest Briggs 1
Gustavo Batista 1
Qiang Zhu 1
Philip Yu 1
Jure Leskovec 1
Jon Kleinberg 1
Maya Bercovitch 1
Jun Yan 1
James Bezdek 1
Marimuthu Palaniswami 1
Jayavardhana Gubbi 1
Michalis Faloutsos 1
Maryam Ramezani 1
Shebuti Rayana 1
Dawei Zhou 1
Hongxia Yang 1
Haoda Fu 1
Jingrui He 1
Liming Chen 1
Stefan Kramer 1
Huaimin Wang 1
Qiang You 1
Miao Tian 1
Luke McDowell 1
Naren Ramakrishnan 1
Qi Tian 1
Jennifer Neary 1
Minoru Kanehisa 1
Irwin King 1
Hua Wang 1
Ling Liu 1
Huilei He 1
Guannan Liu 1
Liang Wang 1
Shanshan Feng 1
Fei Zou 1
Kimon Fountoulakis 1
Christos Faloutsos 1
Virgílio Almeida 1
Nitin Agarwal 1
Laiwan Chan 1
S Muthukrishnan 1
Kunta Chuang 1
Anthony Tung 1
Alexandru Iosup 1
Adelelu Jia 1
Aniket Chakrabarti 1
Reza Zafarani 1
Saurabh Kataria 1
Amin Saberi 1
Matthew Rattigan 1
Geoffrey Barbier 1
Limin Yao 1
Olvi Mangasarian 1
Cheukkwong Lee 1
Mohammed Zaki 1
Chris Clifton 1
Jennifer Dy 1
Shaojun Wang 1
Loïc Cerf 1
Henry Tan 1
Gianluigi Greco 1
Guimei Liu 1
Francesco Gullo 1
Min Ding 1
Jennifer Neville 1
Gensheng Zhang 1
Yiming Yang 1
Vassilios Vassiliadis 1
Ayan Acharya 1
Sreangsu Acharyya 1
Kaiming Ting 1
Christophe Giraud-Carrier 1
Arnold Boedihardjo 1
Changtien Lu 1
Zhiqiang Xu 1
Kijung Shin 1
Lorenzo De Stefani 1
Alessandro Epasto 1
Oualid Boutemine 1
Zhongfei Zhang 1
Matthew Rowe 1
Aditya Menon 1
Beilun Wang 1
Chihya Shen 1
Zhitao Wang 1
Jingrui He 1
Gianlorenzo D'Angelo 1
Yu Zheng 1
Xiaowen Ding 1
Saurav Sahay 1
Jörg Sander 1
Siyuan Liu 1
Ahmet Sarıyüce 1
Changtien Lu 1
Sen Wang 1
Chong Peng 1
Bill Howe 1
Nicholasjing Yuan 1
Yu Yang 1
Maria Halkidi 1
Lei Zou 1
Luming Zhang 1
Jian Wang 1
Ruud Van De Bovenkamp 1
Clyde Giles 1
Manos Papagelis 1
Wei Peng 1
David Gleich 1
Steven Hoi 1
Ke Wang 1
Chris Ding 1
Benoît Dumoulin 1
Xiuyao Song 1
John Gums 1
Yin Zhang 1
Zhongfei Zhang 1
Yunxin Zhao 1
Jude Shavlik 1
Qian Sun 1
Xiaohui Lu 1
Sibel Adalı 1
Domenico Saccà 1
Francesco Lupia 1
Nima Mirbakhsh 1
Antti Ukkonen 1
Xindong Wu 1
Zheng Wang 1
Johannes Schneider 1
Bin Cui 1
Juanzi Li 1
Patrick Haffner 1
Zhili Zhang 1
Qingyan Yang 1
Christos Boutsidis 1
Jing Zhang 1
Scott Burton 1
Bingsheng Wang 1
Lei Xie 1
Hyunah Song 1
Haifeng Chen 1
Xiang Zhang 1
Nenghai Yu 1
Peter Triantafillou 1
Hui Ke 1
Tamara Kolda 1
Jie Wang 1
Karthik Subbian 1
João Duarte 1
Yulan He 1
Galileo Namata 1
John Frenzel MD 1
Hua Duan 1
Joshua Vogelstein 1
Yandong Liu 1
Qiaozhu Mei 1
Takeshi Yamada 1
Suresh Iyengar 1
Jiawei Han 1
Ashwin Machanavajjhala 1
Erheng Zhong 1
Wei Fan 1
Ming Zhang 1
Shlomi Dolev 1
Zhirui Hu 1
Fang Wang 1
Haixun Wang 1
Dheeraj Kumar 1
Yao Wu 1
Dandan Qiao 1
Meng Jiang 1
Peng Cui 1
Ali Hemmatyar 1
Yi Zhen 1
Edward Chang 1
Kazumi Saito 1
Chengxiang Zhai 1
Dong Xin 1
Christian Böhm 1
Raviv Raich 1
Dafna Shahaf 1
Stephen Fienberg 1
Bilson Campana 1
Vibhor Rastogi 1
Deng Cai 1
Sarit Kraus 1
Lior Rokach 1
Xiaolin Wang 1
Tingting Gao 1
Sigal Sina 1
Chris Ding 1
Dityan Yeung 1
Longjie Li 1
Bruno Abrahão 1
Shantanu Sharma 1
Wenchih Peng 1
Yuanli Pei 1
Teresa Tjahja 1
Zekai Gao 1
Sutharshan Rajasegarar 1
Jeffrey Chan 1
Laura Smith 1
Jin Zhang 1
Tina Eliassi-Rad 1
Leman Akoglu 1
Yanjun Qi 1
Theodoros Lappas 1
Munmun De Choudhury 1
Yada Zhu 1
Wenjie Li 1
Lorenzo Severini 1
Ou Wu 1
Lei Ma 1
Xing Yong 1
T Murali 1
Kiyoko Aoki-Kinoshita 1
Ravi Janardan 1
Sudhir Kumar 1
Tiancheng Lou 1
Guna Seetharaman 1
Giacomo Berardi 1
Xiaotong Zhang 1
Han Liu 1
Kathleen Carley 1
Feng Chen 1
Xiaodan Song 1
Wei Wang 1
Yasuhiro Fujiwara 1
Eugenia Kontopoulou 1
ChienWei Chen 1
Weiyin Loh 1
John Salerno 1
Nitin Kumar 1
Flip Korn 1
Siqi Shen 1
Xinran He 1
Lei Li 1
Ying Wang 1

Affiliation Paper Counts
Ryukoku University 1
California State University Fullerton 1
University of Michigan 1
Anhui University 1
University of Ontario Institute of Technology 1
Universite de Cergy-Pontoise 1
National Technical University of Athens 1
Princeton University 1
Claremont Graduate University 1
Queens College, City University of New York 1
Iowa State University 1
University of Arkansas - Fayetteville 1
Yale University 1
University of Auckland 1
University of Missouri-Columbia 1
John F. Kennedy School of Government 1
City University of New York 1
University of South Florida Tampa 1
Valley Laboratory 1
University of Salford 1
Hong Kong Polytechnic University 1
Australian National University 1
Sabanci University 1
University of Texas at Dallas 1
University of Vermont 1
Harvard University 1
University of Arizona 1
Nanjing University of Science and Technology 1
Washington University in St. Louis 1
Soochow University 1
HP Labs 1
Universidad Politecnica de Valencia 1
State University of New York at Albany 1
BBN Technologies 1
Air Force Research Laboratory Information Directorate 1
University of Shizuoka 1
National Chiao Tung University Taiwan 1
MITRE Corporation 1
Norwegian University of Science and Technology 1
Indian Institute of Science 1
Zhejiang Wanli University 1
Aston University 1
University of Hawaii at Hilo 1
Colorado School of Mines 1
University of Louisiana at Lafayette 1
Sandia National Laboratories, California 1
John Carroll University 1
Radboud University Nijmegen 1
Brigham and Women's Hospital 1
University of Toronto 1
De Montfort University 1
Florida Atlantic University 1
Wright State University 1
Air Force Research Laboratory 1
Macquarie University 1
University of West Florida 1
Shenyang Institute of Automation Chinese Academy of Sciences 1
Nanjing University of Aeronautics and Astronautics 1
University of Florence 1
University of Connecticut 1
Hong Kong Red Cross Blood Transfusion Service 1
Nokia USA 1
Universite Claude Bernard Lyon 1 1
Lancaster University 1
Osaka University 1
University of Iowa 1
National University of Defense Technology China 1
Wright-Patterson AFB 1
Eli Lilly and Company 1
Swiss Federal Institute of Technology, Zurich 1
Lawrence Livermore National Laboratory 1
University of Rochester 1
Naval Research Laboratory 1
Stevens Institute of Technology 1
Jerusalem College of Technology 1
National Taiwan University of Science and Technology 1
Oracle Corporation 1
Lanzhou University 1
University of New South Wales 1
Northeastern University 1
Research Organization of Information and Systems National Institute of Informatics 1
University of Malaya 1
University of Milan 1
Temple University 1
Syracuse University 1
Umea University 1
Curtin University of Technology, Perth 1
University at Buffalo, State University of New York 1
US Naval Academy 1
University of Roma La Sapienza 1
Griffith University 1
University of New Mexico 1
Saarland University 1
University of Kuwait 1
Vilnius University 1
Amazon.com, Inc. 1
Harvard School of Engineering and Applied Sciences 1
Ariel University Center of Samaria 1
Siemens USA 1
eBay, Inc. 1
Yuncheng University 1
Innopolis University 1
IBM, India 1
University of Montpellier 1
Max Planck Institute for Informatics 2
University of Glasgow 2
Hefei University of Technology 2
Zhejiang University 2
Institute of High Performance Computing, Singapore 2
Johns Hopkins University 2
University of Electronic Science and Technology of China 2
Tel Aviv University 2
University of Minnesota System 2
University of Houston 2
The University of Hong Kong 2
Brigham Young University 2
The University of North Carolina at Charlotte 2
Montclair State University 2
South National University 2
Hong Kong Baptist University 2
University of California, Davis 2
Drexel University 2
University of Kansas Lawrence 2
Singapore Management University 2
University of Nebraska at Omaha 2
University of Quebec in Outaouais 2
Institute for Systems and Computer Engineering of Porto 2
Indiana University 2
University of Virginia 2
Industrial Technology Research Institute of Taiwan 2
Missouri University of Science and Technology 2
University of California, Berkeley 2
University of Tokyo 2
University Michigan Ann Arbor 2
Nokia Corporation 2
University of California, Los Angeles 2
University of Quebec in Montreal 2
University of Ottawa, Canada 2
University of Athens 2
IBM Zurich Research Laboratory 2
Kent State University 2
University of California, San Diego 2
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 2
Microsoft Research Asia 2
Qatar Computing Research institute 2
International Institute of Information Technology Hyderabad 3
Shandong University of Science and Technology 3
Bar-Ilan University 3
University of Hildesheim 3
Indian Institute of Technology, Kharagpur 3
University of Pennsylvania 3
University of California, Irvine 3
University of Sao Paulo 3
The University of British Columbia 3
University of Texas M. D. Anderson Cancer Center 3
University of Southern California, Information Sciences Institute 3
University of Kentucky 3
INSA Lyon 3
Academia Sinica Taiwan 3
George Mason University 3
Institute of Automation Chinese Academy of Sciences 3
Xerox Corporation 3
Chinese Academy of Sciences 3
Binghamton University State University of New York 3
Italian National Research Council 3
University of Massachusetts Boston 3
University of Sydney 3
Wuhan University 3
Southern Illinois University at Carbondale 3
University of Alberta 3
University of Queensland 3
Johannes Gutenberg University Mainz 3
Emory University 4
Institute for Infocomm Research, A-Star, Singapore 4
Brookhaven National Laboratory 4
Universitat Politecnica de Catalunya 4
The University of Western Ontario 4
IBM Research 4
Brown University 4
University of Antwerp 4
Beihang University 4
AT&T Inc. 4
University of Washington, Seattle 4
National University of Singapore 4
Athens University of Economics and Business 4
Monash University 4
Boston University 4
Massachusetts Institute of Technology 4
Shanghai Jiaotong University 4
Microsoft Corporation 4
Sharif University of Technology 4
University of Pisa 4
Yahoo Research Barcelona 4
Case Western Reserve University 5
University of Texas at San Antonio 5
Ohio State University 5
Dalian University of Technology 5
Rice University 5
Google Inc. 5
Sandia National Laboratories, New Mexico 5
University of Turin 5
Renmin University of China 5
New Jersey Institute of Technology 5
The University of North Carolina at Chapel Hill 5
University of Southern California 5
Rutgers, The State University of New Jersey 5
Delft University of Technology 6
AT&T Laboratories Florham Park 6
Kyoto University 6
University of Massachusetts Amherst 6
Nippon Telegraph and Telephone Corporation 6
Ludwig Maximilian University of Munich 6
University of California, Santa Barbara 6
University of Minnesota Twin Cities 6
Yahoo Inc. 6
Purdue University 7
University of Florida 7
University of Maryland 7
Microsoft Research 7
Ben-Gurion University of the Negev 7
University of California, Riverside 7
Federal University of Minas Gerais 7
University of Wisconsin Madison 7
Aalto University 7
Rutgers University-Newark Campus 8
Pennsylvania State University 8
Nanyang Technological University 8
University of Texas at Austin 8
Oregon State University 8
Xi'an Jiaotong University 8
Stony Brook University 8
Nanjing University 8
Peking University 9
Florida International University 9
Georgia Institute of Technology 9
Yahoo Research Labs 9
National Taiwan University 10
Stanford University 10
IBM Thomas J. Watson Research Center 10
University of Melbourne 10
Virginia Tech 10
University of Illinois at Chicago 10
Rensselaer Polytechnic Institute 11
Cornell University 12
Hong Kong University of Science and Technology 12
University of Calabria 12
University of Science and Technology of China 13
University of Texas at Arlington 15
Northwestern Polytechnical University China 16
University of Technology Sydney 16
Simon Fraser University 17
University of Illinois at Urbana-Champaign 19
NEC Laboratories America, Inc. 19
Chinese University of Hong Kong 21
Tsinghua University 28
Carnegie Mellon University 39
Arizona State University 48

ACM Transactions on Knowledge Discovery from Data (TKDD)
Archive


2017
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2016
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2013
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2012
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2011
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2010
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2009
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2008
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2007
Volume 1 Issue 3, December 2007
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