DaWaK 2018 : 20th International Conference on Big Data Analytics and Knowledge Discovery

  1. A clustering model for uncertain preferences based on belief functions
    Yiru Zhang, Tassadit Bouadi, Arnaud Martin
  2. A novel committee--based clustering method
    Simone Barbosa, Cassio Almeida, Sonia Gonzalez, Helio Lopes
  3. Adversarial Spiral Learning Approach to Strain Analysis for Bridge Damage Detection
    Takaya Kawakatsu, Akira Kinoshita, Kenro Aihara, Atsuhiro Takasu, Jun Adachi
  4. An efficient prototype selection algorithm based on spatial abstraction
    Joel Luís Carbonera, Mara Abel
  5. Anonymization of Multiple and Personalized Sensitive Attributes
    Jerry Chun-Wei Lin, Philippe Fournier-Viger, Qiankun Liu, Youcef Djenouri, Ji Zhang
  6. CloudDBGuard: Enabling Sorting and Searching on Encrypted Data in NoSQL Cloud Databases
    Tim Waage, Lena Wiese
  7. Community Detection in Who-calls-Whom Social Networks
    Ciprian-Octavian Truica, Olivera Novovic, Sanja Brdar, Apostolos N. Papadopoulos
  8. CoRe: Generating a Computationally Representative Road Skeleton - Integrating AADT with road structure
    Rohith Reddy Sankepally, Rajan Krishnan Sundara
  9. Debate Stance Classification using Word Embeddings
    Anand Konjengbam, Subrata Ghosh, Nagendra Kumar, Manish Singh
  10. Discovering Periodic Patterns Common to Multiple Sequences
    Philippe Fournier-Viger, Zhitian Li, Jerry Chun-Wei Lin, Uday Kiran, Hamido Fujita
  11. Discovering Tight Space-Time Sequences
    Riccardo Campisano, Heraldo Borges, Fabio Porto, Fabio Perosi, Esther Pacitti, Florent Masseglia, Eduardo Ogasawara
  12. E-commerce Product Recommendation Using Historical Purchases and Clickstream Data
    Ying Xiao, Christie Ezeife
  13. Effective classification of ground transportation modes for urban data mining in smart cities
    Carson Leung, Peter Braun , Adam Pazdor
  14. ERAPN, an Algorithm for Extraction Positive and Negative Association Rules in Big Data
    Bemarisika Parfait, Totohasina André
  15. FedS: Towards Traversing Federated RDF Graphs
    Qaiser Mehmood, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Ratnesh Sahay
  16. Graph BI & Analytics: Current State and Future Challenges
    Amine Ghrab , Oscar Romero, Salim Jouili, Sabri Skhiri
  17. KMN - Removing Noise from K-Means Clustering Results
    Benjamin Schelling, Claudia Plant
  18. Location Prediction using Sentiments of Twitter Users
    Ritu Singh, Durga Toshniwal
  19. Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches
    Fouad Bahrpeyma, Mark Roantree, Andrew McCarren
  20. 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
  21. Query Processing on Large Graphs: Scalability Through Partitioning
    Jay Bodra, Soumyava Das, Abhishek Santra, Sharma Chakravarthy
  22. Querying Heterogeneous Data in Graph-Oriented NoSQL Systems
    Mohammed el malki, Hamdi Ben Hamadou, Max Chevalier, André Péninou, Olivier Teste
  23. Scalable Random Sampling K-Prototypes using Spark
    Mohamed Aymen Ben HajKacem, Chiheb Eddine Ben N'Cir, Nadia Essoussi
  24. Selection Of Bitmap Join Index : Approach Based On Minimal Transversals
    Issam Ghabry, M.Nidhal Jelassi, Sadok Ben Yahia
  25. Subset Labeled LDA: A Topic Model for Extreme Multi-Label Classification
    Yannis Papanikolaou, Grigorios Tsoumakas
  26. Third Party Data Clustering over Encrypted Data Without Data Owner Participation: Introducing The Encrypted Distance Matrix
    Nawal Almutairi, Frans Coenen, Keith Dures
  27. Time Series Distance Density Cluster with Statistical Preprocessing
    Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal Angryk
  28. TRANS-AM: Discovery Method of Optimal Input Vectors Corresponding to Objective Variables
    Hiroaki Tanaka, Yu Suzuki, Koichiro Yoshino, Satoshi Nakamura
  29. Web Usage Data Cleaning. A rule-based approach for weblog data cleaning
    Amine Ganibardi, Chérif Arab ali