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  • Conference proceedings
  • © 2016

Machine Learning, Optimization, and Big Data

Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016, Revised Selected Papers

Conference proceedings info: MOD 2016.

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Table of contents (40 papers)

  1. Front Matter

    Pages I-XVIII
  2. Machine Learning: Multi-site Evidence-Based Best Practice Discovery

    • Eva K. Lee, Yuanbo Wang, Matthew S. Hagen, Xin Wei, Robert A. Davis, Brent M. Egan
    Pages 1-15
  3. Data-Based Forest Management with Uncertainties and Multiple Objectives

    • Markus Hartikainen, Kyle Eyvindson, Kaisa Miettinen, Annika Kangas
    Pages 16-29
  4. Metabolic Circuit Design Automation by Multi-objective BioCAD

    • Andrea Patané, Piero Conca, Giovanni Carapezza, Andrea Santoro, Jole Costanza, Giuseppe Nicosia
    Pages 30-44
  5. A Nash Equilibrium Approach to Metabolic Network Analysis

    • Angelo Lucia, Peter A. DiMaggio
    Pages 45-58
  6. A Scalable Biclustering Method for Heterogeneous Medical Data

    • Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens
    Pages 70-81
  7. Neural Learning of Heuristic Functions for General Game Playing

    • Leo Ghignone, Rossella Cancelliere
    Pages 82-93
  8. Dynamic Multi-Objective Optimization with jMetal and Spark: A Case Study

    • José A. Cordero, Antonio J. Nebro, Cristóbal Barba-González, Juan J. Durillo, José García-Nieto, Ismael Navas-Delgado et al.
    Pages 106-117
  9. Feature Selection via Co-regularized Sparse-Group Lasso

    • Paula L. Amaral Santos, Sultan Imangaliyev, Klamer Schutte, Evgeni Levin
    Pages 118-131
  10. A Branch-and-Cut Algorithm for a Multi-item Inventory Distribution Problem

    • Agostinho Agra, Adelaide Cerveira, Cristina Requejo
    Pages 144-158
  11. Adaptive Targeting in Online Advertisement: Models Based on Relative Influence of Factors

    • Andrey Pepelyshev, Yuri Staroselskiy, Anatoly Zhigljavsky, Roman Guchenko
    Pages 159-169
  12. Design of Acoustic Metamaterials Through Nonlinear Programming

    • Andrea Bacigalupo, Giorgio Gnecco, Marco Lepidi, Luigi Gambarotta
    Pages 170-181
  13. Driver Maneuvers Inference Through Machine Learning

    • Mauro Maria Baldi, Guido Perboli, Roberto Tadei
    Pages 182-192
  14. A Systems Biology Approach for Unsupervised Clustering of High-Dimensional Data

    • Diana Diaz, Tin Nguyen, Sorin Draghici
    Pages 193-203
  15. Large-Scale Bandit Recommender System

    • Frédéric Guillou, Romaric Gaudel, Philippe Preux
    Pages 204-215
  16. Automatic Generation of Sitemaps Based on Navigation Systems

    • Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci
    Pages 216-223
  17. A Customer Relationship Management Case Study Based on Banking Data

    • Ivan Luciano Danesi, Cristina Rea
    Pages 224-235

Other Volumes

  1. Machine Learning, Optimization, and Big Data

About this book

This book constitutes revised selected papers from the Second International Workshop on Machine Learning, Optimization, and Big Data, MOD 2016, held in Volterra, Italy, in August 2016.
The 40 papers presented in this volume were carefully reviewed and selected from 97 submissions. These proceedings contain papers in the fields of Machine Learning, Computational Optimization and DataScience presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Editors and Affiliations

  • Department of Industrial and Systems Engineering, University of Florida, Gainesville, USA

    Panos M. Pardalos

  • Semantic Technology Laboratory, National Research Council (CNR), Catania, Italy

    Piero Conca

  • Dipartimento di Sociologia e Metodi della Ricerca Sociale, Università di Catania, Catania, Italy

    Giovanni Giuffrida

  • Department of Mathematics and Computer Science, University of Catania, Catania, Italy

    Giuseppe Nicosia

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access