July 2011, Volume 13, Issue 1

July 2011, Volume 13, Issue 1

Special Issue: Privacy in Mobility Data Mining

  • Editorial [1]
  • KDD 2011 Industry Practice Expo [3]
  • Privacy in Mobility Data Mining [4]
  • Privacy Preservation in the Dissemination of Location Data [6]
  • Trajectory Privacy in Location-based Services and Data Publication [19]
  • Trajectory Anonymity in Publishing Personal Mobility Data [30]
  • A Privacy Aware Framework for Participatory Sensing [43]
  • A Report on The Fourth ACM International Conference on Web Search and Data Mining (WSDM 2011) [52]
  • Heterogeneous Network-Based Trust Analysis: A Survey [54]
  • Quality-Driven Resource-Adaptive Data Stream Mining [72]

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December 2010, Volume 12, Issue 2

December 2010, Volume 12, Issue 2

Special Issue: Unexpected Results

  • Editorial [1]
  • On the Importance of Sharing Negative Results [3]
  • Latent Semantic Indexing (LSI) Fails for TREC Collections [5]
  • On Cross-Validation and Stacking: Building Seemingly Predictive Models on Random Data [11]
  • Limitations of Matrix Completion via Trace Norm Minimization [16]
  • On Exploiting Hierarchical Label Structure with Pairwise Classifiers [21]
  • Unexpected Results in Automatic List Extraction on the Web [26]
  • Unexpected Results in Online Controlled Experiments [ [31]
  • Inactive Learning? Difficulties Employing Active Learning in Practice [36]
  • ISI-KDD: SIGKDD Workshop on Intelligence and Security Informatics 2010 [42]
  • Tenth International Workshop on Multimedia Data Mining [44]
  • MultiClust 2010: Discovering, Summarizing and Using Multiple Clusterings [47]
  • Knowledge Discovery from Sensor Data (SensorKDD) [50]
  • Novel Data Stream Pattern Mining: Report on the StreamKDD'10 Workshop [54]
  • Useful Patterns (UP'10): ACM SIGKDD Workshop Report [56]
  • Computation in Large-Scale Scientific and Internet Data Applications is a Focus of MMDS 2010 [59]
  • Eighth Workshop on Mining and Learning with Graphs [63]
  • Topic-Based Social Network Analysis for Virtual Communities of Interests in the Dark Web [66]
  • Activity Recognition using Cell Phone Accelerometers [74]
  • Fully Decentralized Computation of Aggregates over Data Streams [83]
  • A framework for mining interesting pattern sets [92]

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July 2010, Volume 12, Issue 1

July 2010, Volume 12, Issue 1

  • Letter from the editor-in-chief [1]
  • Providing K-Anonymity in Location Based Services [3]
  • On a Multi-criteria Clustering Approach for Attack Attribution [11]
  • KissKissBan: A Competitive Human Computation Game for Image Annotation [21]
  • An Exploration of Climate Data Using Complex Networks [25]
  • Identifying Graphs From Noisy and Incomplete Data [33]
  • A Brief Survey on Sequence Classification [40]
  • Apples to Apples in Cross-Validation Studies: Pitfalls in Classifier Performance Measurement [49]
  • Survey on Social Tagging Techniques [58]
  • Mining Interesting Subgraphs by Output Space Sampling [73]
  • Making Pattern Mining Useful [75]
  • 10th International French-speaking conference on Knowledge Discovery and Management (EGC2010): conference report [77]

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December 2009, Volume 11, Issue 2

December 2009, Volume 11, Issue 2

  • Letter from the editor-in-chief [1]
  • Introduction to the Special Issue on Visual Analytics and Knowledge Discovery [ [3]
  • Visual Analytics: How Much Visualization and How Much Analytics? [5]
  • Investigating and Reflecting on the Integration of Automatic Data Analysis and Visualization in Knowledge Discovery [9]
  • Interactive Cluster Analysis of Diverse Types of Spatiotemporal Data [19]
  • Visual Analysis of Mixed Data Sets Using Interactive Quantification [29]
  • FpVAT: A Visual Analytic Tool for Supporting Frequent Pattern Mining [39]
  • Hierarchical Difference Scatterplots: Interactive Visual Analysis of DataCubes [49]
  • Trading Expressivity for Efficiency in Statistical Relational Learning [59]
  • From Itemsets Through Trajectories to Location Based Services: A Knowledge Hiding Privacy Approach [61]
  • Novel Tools To Streamline the Conference Review Process: Experiences from SIGKDD09 [63]
  • Design and Analysis of the KDDCup2009: Fast Scoring on a Large Orange Customer Database [68]
  • Workshop Report DMMT09: Data Mining Using Matrices and Tensors [77]
  • A report on the Human Computation Workshop (HComp 2009) [80]
  • Knowledge Discovery from Sensor Data (SensorKDD) [84]
  • StReBio09: Statistical Relational Learning and Mining in Bioinformatics [88]
  • Summary of the First ACMSIGKDD Workshop on Knowledge Discovery from Uncertain Data(U09) [90]
  • Online Phishing Classification Using Adversarial Data Mining and Signaling Games [ [92]
  • Financial Incentives and the "Performance of Crowds" [100]
  • Online Mass Flow Prediction in CFB Boilers with Explicit Detection of Sudden Concept Drift [109]
  • Multi-Class Protein Fold Recognition using Large Margin Logic based Divide and Conquer Learning [117]
  • Efficient Algorithms for the Mining of Constrained Frequent Patterns from Uncertain Data [123]

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July 2009, Volume 11, Issue 1

July 2009, Volume 11, Issue 1

  • Letter from the editor-in-chief [1]
  • Open Source Analytics: An Introduction to the Special Issue [3]
  • What is Analytic Infrastructure and Why Should You Care? [5]
  • The WEKA Data Mining Software: An Update [10]
  • What.s PMML and What.s New in PMML 4.0? [19]
  • KNIME . The Konstanz Information Miner [26]
  • Efficient Deployment of Predictive Analytics through Open Standards and Cloud Computing [32]
  • Development and User Experiences of an Open Source Data Cleaning, Deduplication and Record Linkage System [39]
  • Challenging Research Issues in Data Mining, Databases and Information Retrieval [49]
  • Correlation Clustering [53]
  • Adaptive Learning and Mining for Data Streams and Frequent Patterns [55]
  • Mining Concise Representations of Frequent Patterns through Conjunctive and Disjunctive Search Spaces [57]

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