20th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018 )
- Welcome from the Chairs
- Graph BI & Analytics: Current State and Future Challenges
Amine Ghrab , Oscar Romero, Salim Jouili, Sabri Skhiri - Community Detection in Who-calls-Whom Social Networks
Ciprian-Octavian Truica, Olivera Novovic, Sanja Brdar, Apostolos N. Papadopoulos - FedS: Towards Traversing Federated RDF Graphs
Qaiser Mehmood, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Ratnesh Sahay - Location Prediction using Sentiments of Twitter Users
Ritu Singh, Durga Toshniwal - Adversarial Spiral Learning Approach to Strain Analysis for Bridge Damage Detection
Takaya Kawakatsu, Akira Kinoshita, Kenro Aihara, Atsuhiro Takasu, Jun Adachi - E-commerce Product Recommendation Using Historical Purchases and Clickstream Data
Ying Xiao, Christie Ezeife - CoRe: Generating a Computationally Representative Road Skeleton - Integrating AADT with road structure
Rohith Reddy Sankepally, Rajan Krishnan Sundara - Effective classification of ground transportation modes for urban data mining in smart cities
Carson Leung, Peter Braun , Adam Pazdor - "Data Models Revisited: Improving the Quality of Database Schema Design, Integration and Keyword Search with ORA-Semantics"
Tok Wang Ling, National University of Singapore, Singapore
- KMN - Removing Noise from K-Means Clustering Results
Benjamin Schelling, Claudia Plant - A clustering model for uncertain preferences based on belief functions
Yiru Zhang, Tassadit Bouadi, Arnaud Martin - Third Party Data Clustering over Encrypted Data Without Data Owner Participation: Introducing The Encrypted Distance Matrix
Nawal Almutairi, Frans Coenen, Keith Dures - Subset Labeled LDA: A Topic Model for Extreme Multi-Label Classification
Yannis Papanikolaou, Grigorios Tsoumakas - A novel committee--based clustering method
Simone Barbosa, Cassio Almeida, Sonia Gonzalez, Helio Lopes - "Smart Aging: Topics, Applications, Technologies, and Agenda"
Il-Yeol Song, Drexel University Philadelphia, USA
- An efficient prototype selection algorithm based on spatial abstraction
Joel Luís Carbonera, Mara Abel - TRANS-AM: Discovery Method of Optimal Input Vectors Corresponding to Objective Variables
Hiroaki Tanaka, Yu Suzuki, Koichiro Yoshino, Satoshi Nakamura - Anonymization of Multiple and Personalized Sensitive Attributes
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Qiankun Liu, Youcef Djenouri, Ji Zhang - Web Usage Data Cleaning. A rule-based approach for weblog data cleaning
Amine Ganibardi, Chérif Arab ali - "Spatial Trajectory Analytics: Past, Present and Future"
Xiaofang Zhou, The University of Queensland, Australia
- Discovering Tight Space-Time Sequences
Riccardo Campisano, Heraldo Borges, Fabio Porto, Fabio Perosi, Esther Pacitti, Florent Masseglia, Eduardo Ogasawara - Discovering Periodic Patterns Common to Multiple Sequences
Philippe Fournier-Viger, Zhitian Li, Jerry Chun-Wei Lin, Uday Kiran, Hamido Fujita - Discussion on topics, paper review process, journal invitation, committee, next year
- CloudDBGuard: Enabling Sorting and Searching on Encrypted Data in NoSQL Cloud Databases
Tim Waage, Lena Wiese - Selection Of Bitmap Join Index : Approach Based On Minimal Transversals
Issam Ghabry, M.Nidhal Jelassi, Sadok Ben Yahia - Querying Heterogeneous Data in Graph-Oriented NoSQL Systems
Mohammed el malki, Hamdi Ben Hamadou, Max Chevalier, André Péninou, Olivier Teste - Query Processing on Large Graphs: Scalability Through Partitioning
Jay Bodra, Soumyava Das, Abhishek Santra, Sharma Chakravarthy - Scalable Random Sampling K-Prototypes using Spark
Mohamed Aymen Ben HajKacem, Chiheb Eddine Ben N'Cir, Nadia Essoussi - ERAPN, an Algorithm for Extraction Positive and Negative Association Rules in Big Data
Bemarisika Parfait, Totohasina André - Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches
Fouad Bahrpeyma, Mark Roantree, Andrew McCarren - Time Series Distance Density Cluster with Statistical Preprocessing
Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal Angryk - Novel Data Segmentation Techniques for Efficient Discovery of Correlated Patterns using Parallel Algorithms
Amulya Kotni, Uday Kiran Rage, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa - Debate Stance Classification using Word Embeddings
Anand Konjengbam, Subrata Ghosh, Nagendra Kumar, Manish Singh - "The General Data Protection Regulation (GDPR) era: Ten steps for compliance of Data Processors and Data Controllers - What about the Users ?"
Costas Lambrinoudakis, University of Piraeus, Greece
- Have Data Warehousing and Data Mining Become Small Subtopics in Big Data Analytics?
Panelists:
Ladjel Bellatreche
Upendranath Chakravarthy
Matteo Golfarelli
Patrick Marcel
Il-Yeol Song
Moderator
: Carlos Ordonez
September 3, 2018
10:30 - 12:00
10:30 - 12:00
DaWaK - Session 1 : Graph Analytics
Session Chair : Frans Coenen
September 3, 2018
12:00 - 13:30
12:00 - 13:30
Lunch
September 3, 2018
13:30 - 15:00
13:30 - 15:00
DaWaK - Session 2 : Case Studies
Session Chair : Jerry Chun-Wei Lin
September 3, 2018
15:00 - 15:30
15:00 - 15:30
Coffee Break
September 3, 2018
15:30 - 17:00
15:30 - 17:00
Keynote Talk
Session Chair : A Min Tjoa
September 3, 2018
17:00 - 17:45
17:00 - 17:45
Official Opening DEXA 2018
September 4, 2018
09:00 - 10:30
09:00 - 10:30
DaWaK - Session 3 : Classification and Clustering
Session Chair : Philippe Fournier-Viger
September 4, 2018
10:30 - 11:00
10:30 - 11:00
Coffee Break
September 4, 2018
11:00 - 12:00
11:00 - 12:00
Keynote Talk
Session Chair : Carlos Ordonez
September 4, 2018
12:00 - 13:30
12:00 - 13:30
Lunch
September 4, 2018
15:00 - 15:30
15:00 - 15:30
Coffee Break
September 5, 2018
09:00 - 10:30
09:00 - 10:30
DaWaK - Session 4 : Pre-proccesing
Session Chair : Upendranath Chakravarthy
September 5, 2018
10:30 - 11:00
10:30 - 11:00
Coffee Break
September 5, 2018
11:00 - 12:00
11:00 - 12:00
Keynote Talk
Session Chair : Sven Hartmann
September 5, 2018
12:00 - 13:30
12:00 - 13:30
Lunch
September 5, 2018
13:30 - 14:15
13:30 - 14:15
DaWaK - Session 5 : Sequences
Session Chair : Joel Luís Carbonera
September 5, 2018
14:15 - 15:00
14:15 - 15:00
DaWaK - General Discussion
September 5, 2018
15:00 - 15:30
15:00 - 15:30
Coffee Break
September 5, 2018
15:30 - 17:00
15:30 - 17:00
DaWaK - Session 6 : Cloud and Database Systems
Session Chair : Anand Konjengbam
September 6, 2018
09:00 - 10:30
09:00 - 10:30
DaWaK - Session 7 : Data Mining
Session Chair : Florent Masseglia
September 6, 2018
10:30 - 11:00
10:30 - 11:00
Coffee Break
September 6, 2018
11:00 - 12:00
11:00 - 12:00
Keynote Talk
Session Chair : Günther Pernul
September 6, 2018
12:00 - 13:30
12:00 - 13:30
Lunch
September 6, 2018
13:30 - 15:00
13:30 - 15:00
DaWaK - Panel
September 6, 2018
15:00 - 15:30
15:00 - 15:30