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

 

September 6, 2016
10:30 - 11:00

Coffee Break

 

September 6, 2016
11:00 - 12:00

Keynote Talk

Location : 1 (Lecture Hall 1)

Session Chair : Sven Hartmann


• "The Price of Data"

  Gottfried Vossen, University of Muenster, Germany


 

September 6, 2016
12:00 - 13:30

Lunch

 

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
  

 

September 6, 2016
15:00 - 15:30

Coffee Break

 

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

 

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

 

September 7, 2016
10:30 - 11:00

Coffee Break

 

September 7, 2016
11:00 - 12:00

Keynote Talk

Location : 1 (Lecture Hall 1)

Session Chair : Sanjay Madria


• "Managing Big Multidimensional Data ­ A Journey From Acquisition to Prescriptive Analytics"

  Torben Bach Pedersen, Aalborg University, Denmark


 

September 7, 2016
12:00 - 13:30

Lunch

 

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

 

September 7, 2016
15:00 - 15:30

Coffee Break

 

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

 

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

 

September 8, 2016
10:30 - 11:00

Coffee Break

 

September 8, 2016
11:00 - 12:00

Keynote Talk

Location : 1 (Lecture Hall 1)

Session Chair : Sokratis Katsikas


• "Security Value Chains in Theory and Practice: Can We Trust the Cheapest Link?"

  Stewart James Kowalski, Norwegian Information Security Lab, NTNU, Norway


 

September 8, 2016
12:00 - 13:30

Lunch

 

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