Machine Learning, Optimization, and Big Data: Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016, Revised Selected Papers

Front Matter....Pages I-XVIII
Machine Learning: Multi-site Evidence-Based Best Practice Discovery....Pages 1-15
Data-Based Forest Management with Uncertainties and Multiple Objectives....Pages 16-29
Metabolic Circuit Design Automation by Multi-objective BioCAD....Pages 30-44
A Nash Equilibrium Approach to Metabolic Network Analysis....Pages 45-58
A Blocking Strategy for Ranking Features According to Probabilistic Relevance....Pages 59-69
A Scalable Biclustering Method for Heterogeneous Medical Data....Pages 70-81
Neural Learning of Heuristic Functions for General Game Playing....Pages 82-93
Comparing Hidden Markov Models and Long Short Term Memory Neural Networks for Learning Action Representations....Pages 94-105
Dynamic Multi-Objective Optimization with jMetal and Spark: A Case Study....Pages 106-117
Feature Selection via Co-regularized Sparse-Group Lasso....Pages 118-131
Economic Lot-Sizing Problem with Remanufacturing Option: Complexity and Algorithms....Pages 132-143
A Branch-and-Cut Algorithm for a Multi-item Inventory Distribution Problem....Pages 144-158
Adaptive Targeting in Online Advertisement: Models Based on Relative Influence of Factors....Pages 159-169
Design of Acoustic Metamaterials Through Nonlinear Programming....Pages 170-181
Driver Maneuvers Inference Through Machine Learning....Pages 182-192
A Systems Biology Approach for Unsupervised Clustering of High-Dimensional Data....Pages 193-203
Large-Scale Bandit Recommender System....Pages 204-215
Automatic Generation of Sitemaps Based on Navigation Systems....Pages 216-223
A Customer Relationship Management Case Study Based on Banking Data....Pages 224-235
Lagrangian Relaxation Bounds for a Production-Inventory-Routing Problem....Pages 236-245
Convergence Rate Evaluation of Derivative-Free Optimization Techniques....Pages 246-256
The Learnability of Business Rules....Pages 257-268
Dynamic Programming with Approximation Function for Nurse Scheduling....Pages 269-280
Breast Cancer’s Microarray Data: Pattern Discovery Using Nonnegative Matrix Factorizations....Pages 281-292
Optimizing the Location of Helicopter Emergency Medical Service Operating Sites....Pages 293-305
An Enhanced Infra-Chromatic Bound for the Maximum Clique Problem....Pages 306-316
Cultural Ant Colony Optimization on GPUs for Travelling Salesman Problem....Pages 317-329
Combining Genetic Algorithm with the Multilevel Paradigm for the Maximum Constraint Satisfaction Problem....Pages 330-340
Implicit Location Sharing Detection in Social Media Turkish Text Messaging....Pages 341-352
Fuzzy Decision-Making of a Process for Quality Management....Pages 353-378
A Bayesian Network Profiler for Wildfire Arsonists....Pages 379-390
Learning Optimal Decision Lists as a Metaheuristic Search for Diagnosis of Parkinson’s Disease....Pages 391-401
Hermes: A Distributed-Messaging Tool for NLP....Pages 402-406
Deep Learning for Classification of Dental Plaque Images....Pages 407-410
Multiscale Integration for Pattern Recognition in Neuroimaging....Pages 411-418
Game Theoretical Tools for Wing Design....Pages 419-426
Fastfood Elastic Net: Combining Variable Selection with Kernel Expansion Approximations....Pages 427-432
Big Data Analytics in a Public General Hospital....Pages 433-441
Inference of Gene Regulatory Network Based on Radial Basis Function Neural Network....Pages 442-450
Establishment of Optimal Control Strategy of Building-Integrated Photovoltaic Blind Slat Angle by Considering Interior Illuminance and Electricity Generation....Pages 451-454
Back Matter....Pages 455-456