Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece

Front Matter....Pages i-xvii
Predicting Human Behavior Based on Web Search Activity: Greek Referendum of 2015....Pages 1-7
Spatial Bag of Features Learning for Large Scale Face Image Retrieval....Pages 8-17
Compact Video Description and Representation for Automated Summarization of Human Activities....Pages 18-28
Incremental Estimation of Visual Vocabulary Size for Image Retrieval....Pages 29-38
Attribute Learning for Network Intrusion Detection....Pages 39-49
Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study....Pages 50-60
A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data....Pages 61-70
Novel Automatic Filter-Class Feature Selection for Machine Learning Regression....Pages 71-80
Learning Using Multiple-Type Privileged Information and SVM+ThinkTank....Pages 81-88
Learning Symbols by Neural Network....Pages 89-99
A CPM-Based Change Detection Test for Big Data....Pages 100-110
Hadoop MapReduce Performance on SSDs: The Case of Complex Network Analysis Tasks....Pages 111-119
Designing HMMs in the Age of Big Data....Pages 120-130
Analyzing Big Security Logs in Cluster with Apache Spark....Pages 131-138
Delay Prediction System for Large-Scale Railway Networks Based on Big Data Analytics....Pages 139-150
An Empirical Comparison of Methods for Multi-label Data Stream Classification....Pages 151-159
Extended Formulations for Online Action Selection on Big Action Sets....Pages 160-168
A-BIRCH: Automatic Threshold Estimation for the BIRCH Clustering Algorithm....Pages 169-178
Playlist Generation via Vector Representation of Songs....Pages 179-185
A Distributed Framework for Early Trending Topics Detection on Big Social Networks Data Threads....Pages 186-194
Multi-task Deep Neural Networks for Automated Extraction of Primary Site and Laterality Information from Cancer Pathology Reports....Pages 195-204
A Graph-Based Big Data Model for Wireless Multimedia Sensor Networks....Pages 205-215
CCM: Controlling the Change Magnitude in High Dimensional Data....Pages 216-225
Spark Parameter Tuning via Trial-and-Error....Pages 226-237
Parallel Computing TEDA for High Frequency Streaming Data Clustering....Pages 238-253
A Big Data Intelligent Search Assistant Based on the Random Neural Network....Pages 254-261
RandomFIS: A Fuzzy Classification System for Big Datasets....Pages 262-272
Big Data for a Linked Open Economy....Pages 273-282
Smart Data Integration by Goal Driven Ontology Learning....Pages 283-292
An Infrastructure and Approach for Inferring Knowledge Over Big Data in the Vehicle Insurance Industry....Pages 293-303
Defining and Identifying Stophashtags in Instagram....Pages 304-313
Big Data and the Virtuous Circle of Railway Digitization....Pages 314-322
Unified Retrieval Model of Big Data....Pages 323-332
Adaptive Elitist Differential Evolution Extreme Learning Machines on Big Data: Intelligent Recognition of Invasive Species....Pages 333-345
Back Matter....Pages 347-348