Artificial Intelligence Applications and Innovations: 12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings

Front Matter....Pages I-XXV
Front Matter....Pages 1-1
A Cumulative Training Approach to Schistosomiasis Vector Density Prediction....Pages 3-13
A Mobile and Evolving Tool to Predict Colorectal Cancer Survivability....Pages 14-26
An Implementation of a Decision-Making Algorithm Based on a Novel Health Status Transition Model of Epilepsy....Pages 27-38
Integrative Bioinformatic Analysis of a Greek Epidemiological Cohort Provides Insight into the Pathogenesis of Primary Cutaneous Melanoma....Pages 39-52
Machine Learning Preprocessing Method for Suicide Prediction....Pages 53-60
Front Matter....Pages 61-61
Using Frequent Fixed or Variable-Length POS Ngrams or Skip-Grams for Blog Authorship Attribution....Pages 63-74
Increasing Diversity in Random Forests Using Naive Bayes....Pages 75-86
Identifying Asperity Patterns Via Machine Learning Algorithms....Pages 87-93
Combining Prototype Selection with Local Boosting....Pages 94-105
Convolutional Neural Networks for Pose Recognition in Binary Omni-directional Images....Pages 106-116
Front Matter....Pages 117-117
The eLOD Ontology: Modeling Economic Open Data....Pages 119-130
Web Image Indexing Using WICE and a Learning-Free Language Model....Pages 131-140
An Intelligent Internet Search Assistant Based on the Random Neural Network....Pages 141-153
Deep Neural Networks for Web Page Information Extraction....Pages 154-163
Front Matter....Pages 165-165
Modeling Beach Rotation Using a Novel Legendre Polynomial Feedforward Neural Network Trained by Nonlinear Constrained Optimization....Pages 167-179
Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements....Pages 180-190
A Hybrid Soft Computing Approach Producing Robust Forest Fire Risk Indices....Pages 191-203
Applying Artificial Neural Networks to Short-Term PM2.5 Forecasting Modeling....Pages 204-211
Front Matter....Pages 213-213
Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile....Pages 215-229
Convolutive Audio Source Separation Using Robust ICA and Reduced Likelihood Ratio Jump....Pages 230-241
Front Matter....Pages 213-213
Association Rules Mining by Improving the Imperialism Competitive Algorithm (ARMICA)....Pages 242-254
Use of Flight Simulators in Analyzing Pilot Behavior....Pages 255-263
Front Matter....Pages 265-265
Active Learning Algorithms for Multi-label Data....Pages 267-279
Automated Determination of the Input Parameter of DBSCAN Based on Outlier Detection....Pages 280-291
Exemplar Selection via Leave-One-Out Kernel Averaged Gradient Descent and Subtractive Clustering....Pages 292-304
Design of an Advanced Smart Forum for Tesys e-Learning Platform....Pages 305-316
Front Matter....Pages 317-317
Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines....Pages 319-327
Efficient Support Vector Machine Classification Using Prototype Selection and Generation....Pages 328-340
MeLiF+: Optimization of Filter Ensemble Algorithm with Parallel Computing....Pages 341-347
Genetic Search of Pickup and Delivery Problem Solutions for Self-driving Taxi Routing....Pages 348-355
Front Matter....Pages 357-357
The Role of Emotions, Mood, Personality and Contagion in Multi-agent System Decision Making....Pages 359-370
A Controller for Improving Lateral Stability in a Dynamically Stable Gait....Pages 371-383
Scaled Conjugate Gradient Based Adaptive ANN Control for SVM-DTC Induction Motor Drive....Pages 384-395
Introducing Chemotaxis to a Mobile Robot....Pages 396-404
Front Matter....Pages 405-405
Malware Detection with Confidence Guarantees on Android Devices....Pages 407-418
Auto Regressive Dynamic Bayesian Network and Its Application in Stock Market Inference....Pages 419-428
A Consumer BCI for Automated Music Evaluation Within a Popular On-Demand Music Streaming Service “Taking Listener’s Brainwaves to Extremes”....Pages 429-440
Information Abstraction from Crises Related Tweets Using Recurrent Neural Network....Pages 441-452
Front Matter....Pages 453-453
A Scalable Grid Computing Framework for Extensible Phylogenetic Profile Construction....Pages 455-462
Community Detection of Screenplay Characters....Pages 463-470
Front Matter....Pages 453-453
Customer Behaviour Analysis for Recommendation of Supermarket Ware....Pages 471-480
Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines....Pages 481-489
Discovering Areas of Interest Using a Semantic Geo-Clustering Approach....Pages 490-498
Diversifying the Legal Order....Pages 499-509
Efficient Computation of Clustered-Clumps in Degenerate Strings....Pages 510-519
Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant....Pages 520-527
Lyrics Mining for Music Meta-Data Estimation....Pages 528-539
Mining Domain-Specific Design Patterns....Pages 540-551
Modelling Cadence Perception Via Musical Parameter Tuning to Perceptual Data....Pages 552-561
Musical Track Popularity Mining Dataset....Pages 562-572
On the Computational Prediction of miRNA Promoters....Pages 573-583
Front Matter....Pages 585-585
Building Multi-occupancy Analysis and Visualization Through Data Intensive Processing....Pages 587-599
Discovering the Discriminating Power in Patient Test Features Using Visual Analytics: A Case Study in Parkinson’s Disease....Pages 600-610
ERMIS: Extracting Knowledge from Unstructured Big Data for Supporting Business Decision Making....Pages 611-622
Superclusteroid 2.0: A Web Tool for Processing Big Biological Networks....Pages 623-633
Systematic Mapping Study on Performance Scalability in Big Data on Cloud Using VM and Container....Pages 634-641
Ineffective Efforts in ICU Assisted Ventilation: Feature Extraction and Analysis Platform....Pages 642-650
Front Matter....Pages 651-651
Security Analysis of Mobile Edge Computing in Virtualized Small Cell Networks....Pages 653-665
A Model for an Innovative 5G-Oriented Architecture, Based on Small Cells Coordination for Multi-tenancy and Edge Services....Pages 666-675
Network Architecture and Essential Features for 5G: The SESAME Project Approach....Pages 676-685
Front Matter....Pages 651-651
On Learning Mobility Patterns in Cellular Networks....Pages 686-696
Design of Cognitive Cycles in 5G Networks....Pages 697-708
Back Matter....Pages 709-711