KDD - arXivDaily 期刊&会议

1502.06818 2015-02-25 cs.AI

Tensor SimRank for Heterogeneous Information Networks

Ben Usman, Ivan Oseledets

Comments Submited on KDD'15

1502.02233 2015-02-10 cs.IR cs.CL

Hierarchical Dirichlet process for tracking complex topical structure evolution and its application to autism research literature

Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Phung, Svetha Venkatesh

Comments In Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2015

1303.7264 2014-10-30 cs.LG cs.IR cs.SI physics.data-an stat.ML

Scalable Text and Link Analysis with Mixed-Topic Link Models

Yaojia Zhu, Xiaoran Yan, Lise Getoor, Cristopher Moore

Comments 11 pages, 4 figures

Journal ref Proc. 19th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2013, 473-481

1409.5512 2014-09-22 cs.SI cs.DS

Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation

Liangyue Li, Hanghang Tong, Nan Cao, Kate Ehrlich, Yu-Ru Lin, Norbou Buchler

Comments Initially submitted to KDD 2014

1409.0308 2014-09-02 cs.SI physics.soc-ph

Searching for a Unique Style in Soccer

Laszlo Gyarmati, Haewoon Kwak, Pablo Rodriguez

Comments 2014 KDD Workshop on Large-Scale Sports Analytics

1404.3181 2014-08-25 cs.DS cs.SI

FAST-PPR: Scaling Personalized PageRank Estimation for Large Graphs

Peter Lofgren, Siddhartha Banerjee, Ashish Goel, C. Seshadhri

Comments KDD 2014

1407.7722 2014-08-04 cs.LG cs.CY

OpenML: networked science in machine learning

Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl, Luis Torgo

Comments 12 pages, 10 figures

Journal ref SIGKDD Explor. Newsl. 15, 2 (June 2014), 49-60

1407.2683 2014-07-11 cs.SI physics.soc-ph

A Real-Time Detecting Algorithm for Tracking Community Structure of Dynamic Networks

Jiaxing Shang, Lianchen Liu, Feng Xie, Zhen Chen, Jiajia Miao, Xuelin Fang, Cheng Wu

Comments 9 pages, 6 figures, 3 tables, 6th SNA-KDD Workshop (2012)

1406.6832 2014-06-27 cs.SI physics.soc-ph stat.ML

Overlapping Community Detection Optimization and Nash Equilibrium

Michel Crampes, Michel Plantié

Comments Submitted to KDD

1402.5516 2014-06-19 cs.SI cs.DS

Minimizing Seed Set Selection with Probabilistic Coverage Guarantee in a Social Network

Peng Zhang, Wei Chen, Xiaoming Sun, Yajun Wang, Jialin Zhang

Comments Conference version will appear in KDD 2014

1406.2426 2014-06-11 physics.soc-ph cs.SI

On the Permanence of Vertices in Network Communities

Tanmoy Chakraborty, Sriram Srinivasan, Niloy Ganguly, Animesh Mukherjee, Sanjukta Bhowmick

Comments 10 pages, 5 figures, 8 tables, Accepted in 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

1311.0989 2014-05-26 cs.LG

Large Margin Distribution Machine

Teng Zhang, Zhi-Hua Zhou

Comments In: Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'14), New York, NY, 2014

1405.4324 2014-05-20 cs.LG stat.ML

Active Semi-Supervised Learning Using Sampling Theory for Graph Signals

Akshay Gadde, Aamir Anis, Antonio Ortega

Comments 10 pages, 6 figures, To appear in KDD'14

1404.3656 2014-04-15 cs.LG cs.IR

Methods for Ordinal Peer Grading

Karthik Raman, Thorsten Joachims

Comments Submitted to KDD 2014

1403.0636 2014-03-05 physics.soc-ph cs.SI

The path most travelled: Mining road usage patterns from massive call data

Jameson L. Toole, Serdar Colak, Fahad Alhasoun, Alexandre Evsukoff, Marta C. Gonzalez

Comments submitted to KDD 2014

1403.0156 2014-03-04 cs.LG

Sleep Analytics and Online Selective Anomaly Detection

Tahereh Babaie, Sanjay Chawla, Romesh Abeysuriya

Comments Submitted to 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining 2014

1402.6076 2014-02-26 cs.LG cs.MS stat.ML

Machine Learning at Scale

Sergei Izrailev, Jeremy M. Stanley

Comments Submitted to KDD'14

1306.1704 2014-02-26 cs.SI cs.CE physics.soc-ph

Geo-Spotting: Mining Online Location-based Services for Optimal Retail Store Placement

Dmytro Karamshuk, Anastasios Noulas, Salvatore Scellato, Vincenzo Nicosia, Cecilia Mascolo

Comments Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, Chicago, 2013, Pages 793-801

1402.5565 2014-02-25 stat.ML cs.IR cs.LG

Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies

David M. Johnson, Caiming Xiong, Jason J. Corso

Comments Manuscript submitted to SIGKDD on 21 Feb 2014

1402.3849 2014-02-18 cs.CV cs.DS cs.LG

Scalable Kernel Clustering: Approximate Kernel k-means

Radha Chitta, Rong Jin, Timothy C. Havens, Anil K. Jain

Comments 15 pages, 6 figures,extension of the work "Approximate Kernel k-means: Solution to large scale kernel clustering" published in KDD 2011

1311.6526 2013-11-27 cs.SI cs.CY

The Untold Story of the Clones: Content-agnostic Factors that Impact YouTube Video Popularity

Youmna Borghol, Sebastien Ardon, Niklas Carlsson, Derek Eager, Anirban Mahanti

Comments Dataset available at: http://www.ida.liu.se/~nikca/papers/kdd12.html

Journal ref Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2012)

1311.1194 2013-11-06 cs.CL

Identifying Purpose Behind Electoral Tweets

Saif M. Mohammad, Svetlana Kiritchenko, Joel Martin

Journal ref In Proceedings of the KDD Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM-2013), August 2013, Chicago, USA

1308.2954 2013-08-14 cs.DS cs.SI

Trace Complexity of Network Inference

Bruno Abrahao, Flavio Chierichetti, Robert Kleinberg, Alessandro Panconesi

Comments 25 pages, preliminary version appeared in Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2013)

1308.2359 2013-08-13 cs.CL cs.HC cs.IR

Exploratory Analysis of Highly Heterogeneous Document Collections

Arun S. Maiya, John P. Thompson, Francisco Loaiza-Lemos, Robert M. Rolfe

Comments 9 pages; KDD 2013: 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

1302.6276 2013-06-21 cs.SI cs.CY physics.soc-ph

The Role of Information Diffusion in the Evolution of Social Networks

Lilian Weng, Jacob Ratkiewicz, Nicola Perra, Bruno Gonçalves, Carlos Castillo, Francesco Bonchi, Rossano Schifanella, Filippo Menczer, Alessandro Flammini

Comments 9 pages, 10 figures, 2 tables

Journal ref Proc. 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2013)

1306.1153 2013-06-06 cs.DB cs.DS

Efficient Single-Source Shortest Path and Distance Queries on Large Graphs

Andy Diwen Zhu, Xiaokui Xiao, Sibo Wang, Wenqing Lin

Comments To appear in KDD 2013

1208.2518 2013-05-24 cs.SI cs.SE physics.soc-ph

Software systems through complex networks science: Review, analysis and applications

Lovro Šubelj, Marko Bajec

Journal ref Proceedings of the KDD Workshop on Software Mining 2012 (SoftwareMining '12), pp. 8

1202.2465 2013-05-15 cs.SI cs.CY cs.DS physics.soc-ph

Towards Linear Time Overlapping Community Detection in Social Networks

Jierui Xie, Boleslaw K. Szymanski

Comments PAKDD 2012

Journal ref Proc. 16th PAKDD Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, 2012, Lecture Notes AI vol. 7302, Part II, Springer, Berlin, Germany, 2012, pp. 25-36

1304.0419 2013-04-02 cs.SI cs.DS cs.IR

Top-K Product Design Based on Collaborative Tagging Data

Mahashweta Das, Gautam Das, Vagelis Hristidis

Comments The conference version appeared under the title "Leveraging collaborative tagging for web item design" in SIGKDD 2011, pages 538-546

1206.6015 2012-06-27 cs.LG stat.ML

Transductive Classification Methods for Mixed Graphs

Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj

Comments 8 Pages, 2 Tables, 2 Figures, KDD Workshop - MLG'11 San Diego, CA, USA