18th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2016 - Track 1 )

     
    September 6, 2016
    09:00 - 10:30

    DaWaK - Session 1 : Mining Big Data I

    Location : 2 (Lecture Hall 2)

    Session Chair : Arbee Chen

  • Mining Recent High-Utility Patterns from Temporal Databases with Time-Sensitive Constraint
    Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao

  • TopPI: An Efficient Algorithm for Item-Centric Mining
    Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset

  • A Rough Connectedness Algorithm for Mining Communities in Complex Networks
    Samrat Gupta, Pradeep Kumar, Bharat Bhasker

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    September 6, 2016
    13:30 - 15:00

    DaWaK - Session 2 : Applications of Big Data Mining I

    Location : 2 (Lecture Hall 2)

    Session Chair : Philippe Fournier-Viger

  • Mining User Trajectories from Smartphone Data Considering Data Uncertainty
    Yu Chi Chen, En Tzu Wang, Arbee. L. P. Chen

  • A heterogeneous clustering approach for Human Activity Recognition
    Sabin Kafle, Dejing Dou

  • [No-show] SentiLDA — an Effective and Scalable Approach to Mine Opinions of Consumer Reviews by Utilizing both Structured and Unstructured Data
    Fan Liu, Ningning Wu


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    September 6, 2016
    15:30 - 17:30

    DaWaK - Session 3 : Mining Big Data II

    Location : 2 (Lecture Hall 2)

    Session Chair : Pinar Karagoz

  • Mining Data Streams with Dynamic Confidence Intervals
    Daniel Trabold, Tamas Horvath

  • Evaluating Top-k Approximate Patterns via Text Clustering
    Claudio Lucchese, Salvatore Orlando, Raffaele Perego

  • A Heuristic Approach for On-line Discovery of Unidentified Spatial Clusters from Grid-based Streaming Algorithms
    Marcos Roriz Junior, Markus Endler, Marco A. Casanova, Hélio Lopes, Francisco Silva e Silva

  • An Exhaustive Covering Approach to Parameter-free Mining of Non-redundant Discriminative Itemsets
    Yoshitaka Kameya

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    September 7, 2016
    09:00 - 10:30

    DaWaK - Session 4 : Applications of Big Data Mining II

    Location : 2 (Lecture Hall 2)

    Session Chair : Sharma Chakravarthy

  • A Maximum Dimension Partitioning Approach for Efficiently Finding All Similar Pairs
    Jia-Ling Koh, Shao-Chun Peng

  • Power of Bosom Friends, POI Recommendation by Learning Preferences of Close friends and Similar Users
    Mu-Yao Fang, Bi-Ru Dai

  • Online Anomaly Energy Consumption Detection Using Lambda Architecture
    Xiufeng Liu, Nadeem Iftikhar, Per Sieverts Nielsen, Alfred Heller

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    September 7, 2016
    13:30 - 15:00

    DaWaK - Session 5 : Big Data Indexing and Searching

    Location : 2 (Lecture Hall 2)

    Session Chair : Takahiro Hara

  • Large Scale Indexing and Searching Deep Convolutional Neural Network Features
    Giuseppe Amato, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti

  • A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts
    Batuhan Kama, Murat Ozturk, Pinar Karagoz, Ismail Hakki Toroslu, Ozcan Ozay

  • Keyboard Usage Authentication using Time Series Analysis
    Abdullah Alshehri, Frans Coenen, Danushka Bollegala

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    September 7, 2016
    15:30 - 17:00

    DaWaK - Session 6 : Big Data Learning and Security

    Location : 2 (Lecture Hall 2)

    Session Chair : Claudio Gennaro

  • A G-means Update Ensemble Learning Approach for the Imbalanced Data Stream with Concept Drifts
    Sin-Kai Wang, Bi-Ru Dai

  • A Framework of the Semi-supervised Multi-label Classification with Non-uniformly Distributed Incomplete Labels
    Chih-Heng Chung, Bi-Ru Dai

  • XSX: Lightweight Encryption for Data Warehousing Environments
    Ricardo Santos, Marco Vieira, Jorge Bernardino

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    September 8, 2016
    09:00 - 10:30

    DaWaK - Session 7 : Graph Databases and Data warehousing

    Location : 2 (Lecture Hall 2)

    Session Chair : Sanjay Madria

  • Rule-based Multidimensional Data Quality Assessment using Contexts
    Alejandro Vaisman, Adriana Marotta

  • Plan before you Execute: A Query Optimizer for Attributed Graph Databases
    Soumyava Das, Ankur Goyal, Sharma Chakravarthy

  • Ontology-based Trajectory Data Warehouse Conceptual Model
    Marwa Manaa, Jalel Akaichi

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    September 8, 2016
    13:30 - 15:00

    DaWaK - Session 8 : Data Intelligence and Technology

    Location : 2 (Lecture Hall 2)

    Session Chair : Dejing Dou

  • Discovery, Enrichment And Disambiguation of Acronyms
    Jayendra Barua, Dhaval Patel

  • [Canceled] A Value-Added Approach to Design BI Applications
    Nabila Berkani, Ladjel Bellatreche, Boualem Benatallah


  • Towards the Semantifi cation of Big Data Technology
    Mohamed Nadjib Mami, Simon Scerri, Sören Auer, Maria-Esther Vidal