17th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2015 )

 

September 2, 2015
10:00 - 11:30

DaWaK - Session 1 : Similarity Measure and Clustering

Location : 7 (Lecture Hall 7)

Session Chair : Stephane Bressan


• Determining Query Readiness for Structured Data
  Farid Alborzi, Rada Chirkova, Jon Doyle, Yahya Fathi


• Efficient Cluster Detection by Ordered Neighborhoods
  Emin Aksehirli, Bart Goethals, Emmanuel Mueller


• Unsupervised Semantic and Syntactic Based Classification of Scientific Citations
  Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie

 

September 2, 2015
11:30 - 12:00

Coffee break

 

September 2, 2015
12:00 - 13:00

Keynote Talk

Location : 1 (Lecture Hall 1)

Session Chair : Abdelkader Hameurlain


• "SQL, NoSQL, and Next Generation Data Stores"

  Shahram Ghandeharizadeh, USC Database Laboratory


 

September 2, 2015
13:00 - 14:30

Lunch

 

September 2, 2015
14:30 - 16:00

DaWaK - Session 2 : Data Mining I

Location : 7 (Lecture Hall 7)

Session Chair : Frans Coenen


• HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values
  Yun Sing Koh, Russel Pears


• Balancing Tree Size and Accuracy in Fast Approximate Mining of Uncertain Frequent Patterns
  Carson K. Leung, Richard Kyle MacKinnon


• Secure outsourced frequent pattern mining by fully homomorphic encryption
  Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin Fung

 

September 2, 2015
16:00 - 16:30

Coffee break

 

September 2, 2015
16:30 - 18:00

DaWaK - Session 3 : Data Mining II

Location : 7 (Lecture Hall 7)

Session Chair : Carson K. Leung


• Supervised Evaluation of Top-k Itemset Mining Algorithms
  Claudio Lucchese, Salvatore Orlando, Raffaele Perego


• Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm
  Fatimah Abdullahi, Frans Coenen, Russell Martin


• Discrimination-Aware Association Rule Mining for Unbiased Data Analytics
  Ling Luo, Wei Liu, Irena Koprinska, Fang Chen

 

September 3, 2015
10:00 - 11:30

DaWaK - Session 4 : Social Computing

Location : 7 (Lecture Hall 7)


• Big Data Analytics of Social Networks for the Discovery of "Following" Patterns
  Carson K. Leung, Fan Jiang


• Sentiment Extraction from Tweets: Multilingual Challenges
  Nantia Makrynioti, Vasilis Vassalos


• TiDE: Template-Independent Discourse Data Extraction
  Jayendra Barua, Dhaval Patel, Vikram Goyal

 

September 3, 2015
11:30 - 12:00

Coffee break

 

September 3, 2015
12:00 - 13:00

Keynote Talk

Location : 1 (Lecture Hall 1)

Session Chair : Hendrik Decker


• "Pattern Recognition in Embedded Systems: an Overview"

  Juan-Carlos Perez-Cortes, Universidad Politecnica de Valencia (UPV), Spain


 

September 3, 2015
13:00 - 14:30

Lunch

 

September 3, 2015
14:30 - 16:00

DaWaK - Session 5 : Heterogeneous Networks and Data

Location : 7 (Lecture Hall 7)

Session Chair : Pedro Furtado


• A New Relevance Measure for Heterogeneous Networks
  Mukul Gupta, Pradeep Kumar, Bharat Bhasker


• UFOMQ: An Algorithm for Querying for Similar Individuals in Heterogeneous Ontologies
  Yinuo Zhang, Anand Panangadan, Viktor Prasanna


• Semantics-based Multidimensional Query over Sparse Data Marts
  Claudia Diamantini, Domenico Potena, Emanuele Storti

 

September 3, 2015
16:00 - 16:30

Coffee break

 

September 3, 2015
16:30 - 18:30

DaWaK - Session 6 : Data Warehouses

Location : 7 (Lecture Hall 7)

Session Chair : Alfredo Cuzzocrea


• Automatically Tailoring Semantics-enabled Dimensions for Movement Data Warehouses
  Juarez Angelo Piazza Sacenti, Fabio Salvini, Renato Fileto, Alessandra Raffaeta', Alessandro Roncato


• Real-time Snapshot Maintenance with Incremental ETL Pipelines in Data Warehouses
  Weiping Qu, Vinanthi Basavaraj, Sahana Shankar, Stefan Dessloch


• Eco-Processing of OLAP Complex Queries
  Amine Roukh, Ladjel Bellatreche


• Materializing Baseline Views for Deviation Detection Exploratory OLAP
  Pedro Furtado, Nicolas Labroche, Patrick Marcel, Sergi Nadal, Veronika Peralta, Mahfoud Djedaini

 

September 4, 2015
10:00 - 13:00

DaWaK - Session 7A : Stream Processing

Location : 7 (Lecture Hall 7)

Session Chair : Gill Dobbie


• Binary Shapelet Transform for Multiclass Time Series Classification
  Aaron Bostrom, Anthony Bagnall


• StreamXM: An Adaptive Partitional Clustering Solution for Evolving Data Streams
  Robert Anderson, Yun Sing Koh


• Data Stream Mining with Limited Validation Opportunity: Towards Instrument Failure Prediction
  Frans Coenen, Katie Atkinson, Phil Goddard, Payne Terry, Riley Luke


• Distributed Classification of Data Streams: An Adaptive Technique
  Alfredo Cuzzocrea, Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi


• New Word Detection and Tagging on Chinese Twitter Stream
  Yuzhi Yuzhi Liang, Pengcheng Yin, S.M. Yiu

 

September 4, 2015
10:00 - 11:30

DaWaK - Session 7B : Applications of Big Data Analysis

Location : 4 (Lecture Hall 4)

Session Chair : Josef Küng


• Text Categorization for Deriving the Application Quality in Enterprises using Ticketing Systems
  Thomas Zinner, Susanna Schwarzmann, Florian Lemmerich, Matthias Hirth, Peter Karg, Andreas Hotho


• MultiSpot: Spotting sentiments with semantic aware multilevel cascaded analysis
  Despoina Chatzakou, Nikolaos Passalis, Athena Vakali


• Online urban mobility detection based on Velocity features
  Fernando Terroso-Saenz, Mercedes Valdes-Vela, Antonio F. Skarmeta-Gomez

 

September 4, 2015
11:30 - 12:00

Coffee break

 

September 4, 2015
13:00 - 14:30

Lunch

 

September 4, 2015
14:30 - 17:00

DaWaK - Session 8 : Big Data

Location : 7 (Lecture Hall 7)

Session Chair : Sanjay Madria


• Partition and Conquer: Map/Reduce way of Substructure Discovery
  Soumyava Das, Sharma Chakravarthy


• Not Only SQL Implementation of multidimensional database
  Chevalier Max, El malki Mohammed, Akopliku Arlind, Teste Olivier, Tournier Ronan


• A graph-based concept discovery method for n-ary relations
  Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz


• Exact Detection of Information Leakage In Database Access Control
  Farid Alborzi, Rada Chirkova, Ting Yu

 

September 4, 2015
16:00 - 16:30

Coffee break