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ORCID20th DaWaK 2018: Regensburg, Germany
- Carlos Ordonez, Ladjel Bellatreche:
Big Data Analytics and Knowledge Discovery - 20th International Conference, DaWaK 2018, Regensburg, Germany, September 3-6, 2018, Proceedings. Lecture Notes in Computer Science 11031, Springer 2018, ISBN 978-3-319-98538-1
Graph Analytics
- Amine Ghrab, Oscar Romero
, Salim Jouili, Sabri Skhiri:
Graph BI & Analytics: Current State and Future Challenges. 3-18 - Ciprian-Octavian Truica, Olivera Novovic, Sanja Brdar, Apostolos N. Papadopoulos:
Community Detection in Who-calls-Whom Social Networks. 19-33 - Qaiser Mehmood, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Ratnesh Sahay:
FedS: Towards Traversing Federated RDF Graphs. 34-45
Case Studies
- Takaya Kawakatsu, Akira Kinoshita, Kenro Aihara, Atsuhiro Takasu, Jun Adachi:
Adversarial Spiral Learning Approach to Strain Analysis for Bridge Damage Detection. 49-58 - Rohith Reddy Sankepally, Krishnan Sundara Rajan:
CoRe: Generating a Computationally Representative Road Skeleton - Integrating AADT with Road Structure. 59-69 - Ying Xiao, Christie I. Ezeife:
E-Commerce Product Recommendation Using Historical Purchases and Clickstream Data. 70-82 - Carson K. Leung, Peter Braun, Adam G. M. Pazdor:
Effective Classification of Ground Transportation Modes for Urban Data Mining in Smart Cities. 83-97 - Ritu Singh, Durga Toshniwal:
Location Prediction Using Sentiments of Twitter Users. 98-108
Classification and Clustering
- Yiru Zhang, Tassadit Bouadi, Arnaud Martin:
A Clustering Model for Uncertain Preferences Based on Belief Functions. 111-125 - Sonia Fiol-González, Cassio F. P. Almeida, Simone D. J. Barbosa, Hélio Lopes:
A Novel Committee-Based Clustering Method. 126-136 - Benjamin Schelling, Claudia Plant:
KMN - Removing Noise from K-Means Clustering Results. 137-151 - Yannis Papanikolaou, Grigorios Tsoumakas:
Subset Labeled LDA: A Topic Model for Extreme Multi-label Classification. 152-162 - Nawal Almutairi, Frans Coenen, Keith Dures:
Third Party Data Clustering Over Encrypted Data Without Data Owner Participation: Introducing the Encrypted Distance Matrix. 163-173
Pre-proccesing
- Joel Luís Carbonera, Mara Abel:
An Efficient Prototype Selection Algorithm Based on Spatial Abstraction. 177-192 - Amine Ganibardi, Arab Ali Chérif:
Web Usage Data Cleaning - A Rule-Based Approach for Weblog Data Cleaning. 193-203 - Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang:
Anonymization of Multiple and Personalized Sensitive Attributes. 204-215 - Hiroaki Tanaka, Yu Suzuki, Koichiro Yoshino, Satoshi Nakamura:
TRANS-AM: Discovery Method of Optimal Input Vectors Corresponding to Objective Variables. 216-228
Sequences
- Philippe Fournier-Viger, Zhitian Li, Jerry Chun-Wei Lin, Rage Uday Kiran, Hamido Fujita:
Discovering Periodic Patterns Common to Multiple Sequences. 231-246 - Riccardo Campisano, Heraldo Borges, Fábio Porto, Fabio Perosi, Esther Pacitti, Florent Masseglia, Eduardo S. Ogasawara:
Discovering Tight Space-Time Sequences. 247-257
Cloud and Database Systems
- Tim Waage, Lena Wiese:
CloudDBGuard: Enabling Sorting and Searching on Encrypted Data in NoSQL Cloud Databases. 261-270 - Jay Bodra, Soumyava Das, Abhishek Santra, Sharma Chakravarthy:
Query Processing on Large Graphs: Scalability Through Partitioning. 271-288 - Mohammed El Malki, Hamdi Ben Hamadou, Max Chevalier, André Péninou, Olivier Teste:
Querying Heterogeneous Data in Graph-Oriented NoSQL Systems. 289-301 - Issam Ghabry, Sadok Ben Yahia, Mohamed Nidhal Jelassi:
Selection of Bitmap Join Index: Approach Based on Minimal Transversals. 302-316 - Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
Scalable Random Sampling K-Prototypes Using Spark. 317-326
Data Mining
- Parfait Bemarisika, André Totohasina:
ERAPN, an Algorithm for Extraction Positive and Negative Association Rules in Big Data. 329-344 - Fouad Bahrpeyma, Mark Roantree, Andrew McCarren:
Multistep-ahead Prediction: A Comparison of Analytical and Algorithmic Approaches. 345-354 - Amulya Kotni, R. Uday Kiran, Masashi Toyoda, P. Krishna Reddy, Masaru Kitsuregawa:
Novel Data Segmentation Techniques for Efficient Discovery of Correlated Patterns Using Parallel Algorithms. 355-370 - Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk:
Time Series Distance Density Cluster with Statistical Preprocessing. 371-381 - Anand Konjengbam, Subrata Ghosh, Nagendra Kumar, Manish Singh:
Debate Stance Classification Using Word Embeddings. 382-395
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