KDD

DEMON: a Local-First Discovery Method for Overlapping Communities

Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi

Comments 9 pages; Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Beijing, China, August 12-16, 2012

Extraction of Historical Events from Wikipedia

Daniel Hienert, Francesco Luciano

Comments To be published in Proceedings of Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD) Workshop at ESWC 2012

Impact of Dynamic Interactions on Multi-Scale Analysis of Community Structure in Networks

Rumi Ghosh, Kristina Lerman

Comments submitted to KDD 2012

User-level sentiment analysis incorporating social networks

Chenhao Tan, Lillian Lee, Jie Tang, Long Jiang, Ming Zhou, Ping Li

Comments Proceedings of KDD 2011. Poster

Benefits of Bias: Towards Better Characterization of Network Sampling

Arun S. Maiya, Tanya Y. Berger-Wolf

Comments 9 pages; KDD 2011: 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Active Learning for Node Classification in Assortative and Disassortative Networks

Cristopher Moore, Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, Terran Lane

Comments 9 pages, 7 figures, KDD 2011: The 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Fast Clustering using MapReduce

Alina Ene, Sungjin Im, Benjamin Moseley

Comments Accepted to KDD 2011

Efficient Multicore Collaborative Filtering

Yao Wu, Qiang Yan, Danny Bickson, Yucheng Low, Qing Yang

Comments In ACM KDD CUP Workshop 2011

Axiomatic Ranking of Network Role Similarity

Ruoming Jin, Victor E. Lee, Hui Hong

Comments 17 pages, twocolumn Version 2 of this technical report fixes minor errors in the Triangle Inequality proof, grammatical errors, and other typos. Edited and more polished version to be published in KDD'11, August 2011

Clustered regression with unknown clusters

Kishor Barman, Onkar Dabeer

Comments 9 pages, Submitted to KDD 2011, San Diego

LGM: Mining Frequent Subgraphs from Linear Graphs

Yasuo Tabei, Daisuke Okanohara, Shuichi Hirose, Koji Tsuda

Comments This paper is going to be published in proceedings of 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2011)

Mining tree-query associations in graphs

Eveline Hoekx, Jan Van den Bussche

Comments Full version of two earlier conference papers presented at KDD 2005 and ICDM 2006

Centrality Metric for Dynamic Networks

Kristina Lerman, Rumi Ghosh, Jeon Hyung Kang

Comments in KDD workshop on Mining and Learning in Graphs (MLG)

Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata

Anon Plangprasopchok, Kristina Lerman, Lise Getoor

Comments 10 pages, To appear in the Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining(KDD) 2010

Predicting Influential Users in Online Social Networks

Rumi Ghosh, Kristina Lerman

Journal ref The fourth SNA-KDD Workshop, Held in conjunction with The 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010)

Characterizing Individual Communication Patterns

R. Dean Malmgren, Jake M. Hofman, Luis A. N. Amaral, Duncan J. Watts

Comments 9 pages, 6 figures, to appear in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'09), June 28-July 1, Paris, France

Learning DTW Global Constraint for Time Series Classification

Vit Niennattrakul, Chotirat Ann Ratanamahatana

Comments The first runner up of Workshop and Challenge on Time Series Classification held in conjunction with SIGKDD 2007. 8 pages, 5 figures

Community Detection using a Measure of Global Influence

Rumi Ghosh, Kristina Lerman

Comments 10 pages, submitted to 2008 KDD workshop on Social Network Analysis

The Structure of Information Pathways in a Social Communication Network

Gueorgi Kossinets, Jon Kleinberg, Duncan Watts

Comments 9 pages, 10 figures, to appear in Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'08), August 24-27, 2008, Las Vegas, Nevada, USA

Query Chains: Learning to Rank from Implicit Feedback

Filip Radlinski, Thorsten Joachims

Comments 10 pages

Journal ref Proceedings of the ACM Conference on Knowledge Discovery and Data Mining (KDD), ACM, 2005

"In vivo" spam filtering: A challenge problem for data mining

Tom Fawcett

Journal ref KDD Explorations vol.5 no.2, Dec 2003. pp.140-148

EqRank: A Self-Consistent Equivalence Relation on Graph Vertexes

Grigorii Pivovarov, Sergei Trunov

Comments a kdd cup 2003 submission

Applying Data Mining and Machine Learning Techniques to Submarine Intelligence Analysis

Ulla Bergsten, Johan Schubert, Per Svensson

Comments 4 pages, 7 figures

Journal ref in Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD'97), pp. 127-130, Newport Beach, USA, 14-17 August 1997, The AAAI Press, Menlo Park, 1997

Interactive Constrained Association Rule Mining

Bart Goethals, Jan Van den Bussche

Comments A preliminary report on this work was presented at the Second International Conference on Knowledge Discovery and Data Mining (DaWaK 2000)

Web Mining Research: A Survey

Raymond Kosala, Hendrik Blockeel

Comments 15 pages

Journal ref ACM SIGKDD Explorations, 2(1):1-15, 2000

Integrating E-Commerce and Data Mining: Architecture and Challenges

Suhail Ansari, Ron Kohavi, Llew Mason, Zijian Zheng

Comments KDD workshop: WebKDD 2000

Journal ref WEBKDD'2000 workshop: Web Mining for E-Commerce -- Challenges and Opportunities

A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data

Ke Zhang, Marcus Hutter, Huidong Jin

Comments 15 LaTeX pages, 7 figures, 2 tables, 1 algorithm, 2 theorems

Journal ref Proc. 13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2009) pages 813-822