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Machine Learning, Optimization, and Big Data

Machine Learning, Optimization, and Big Data

By Panos M. Pardalos, Piero Conca, Giovanni Giuffrida & Giuseppe Nicosia Computers 24/12/2016

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.

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Handbook of Wind Power Systems Panos M. Pardalos, Steffen Rebennack, Mario V. F. Pereira, Niko A. Iliadis & Vijay Pappu
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Optimization in Medicine Carlos J. S. Alves, Panos M. Pardalos & Luis Nunes Vicente
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Mathematical Modelling of Biosystems Rubem P. Mondaini & Panos M. Pardalos
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Applications of Supply Chain Management and E-Commerce Research Joseph Geunes, Elif Akçali, Panos M. Pardalos, H. Edwin Romeijn & Zuo-Jun (Max) Shen
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Optimal Strategies in Sports Economics and Management Sergiy Butenko, Jaime Gil-Lafuente & Panos M. Pardalos
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Recent Trends in Analysis of Images, Social Networks and Texts Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov & Elena Tutubalina
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Robust Optimization-Directed Design Andrew J. Kurdila, Panos M. Pardalos & Michael Zabarankin
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Handbook of Networks in Power Systems II Alexey Sorokin, Steffen Rebennack, Panos M. Pardalos, Niko A. Iliadis & Mario V. F. Pereira
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Handbook for Management of Threats Konstantinos P. Balomenos, Antonios Fytopoulos & Panos M. Pardalos
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Clusters, Orders, and Trees: Methods and Applications Fuad Aleskerov, Boris Goldengorin & Panos M. Pardalos
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Nonlinear Analysis and Global Optimization Themistocles M. Rassias & Panos M. Pardalos
Nonlinear Analysis and Global Optimization
Handbook of Optimization in Complex Networks My T. Thai & Panos M. Pardalos
Handbook of Optimization in Complex Networks
Dynamics of Information Systems Hossein Moosaei, Milan Hladík & Panos M. Pardalos
Dynamics of Information Systems
Energy, Natural Resources and Environmental Economics Endre Bjørndal, Mette Bjørndal, Panos M. Pardalos & Mikael Rönnqvist
Energy, Natural Resources and Environmental Economics
Handbook of Financial Engineering Constantin Zopounidis, Michael Doumpos & Panos M. Pardalos
Handbook of Financial Engineering
Models, Algorithms and Technologies for Network Analysis Mikhail V. Batsyn, Valery A. Kalyagin & Panos M. Pardalos
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Dynamics of Information Systems: Algorithmic Approaches Alexey Sorokin & Panos M. Pardalos
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Machine Learning, Optimization, and Data Science Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos M. Pardalos & Renato Umeton
Machine Learning, Optimization, and Data Science
Information and Communication Technologies for Agriculture—Theme IV: Actions Dionysis D. Bochtis, Simon Pearson, Maria Lampridi, Vasso Marinoudi & Panos M. Pardalos
Information and Communication Technologies for Agriculture—Theme IV: Actions
Data Mining in Biomedicine Panos M. Pardalos, Vladimir L. Boginski & Alkis Vazacopoulos
Data Mining in Biomedicine
Handbook of Optimization in Telecommunications Mauricio G.C. Resende & Panos M. Pardalos
Handbook of Optimization in Telecommunications
Essays in Mathematics and its Applications Panos M. Pardalos & Themistocles M. Rassias
Essays in Mathematics and its Applications
Handbook of Bioenergy Sandra D. Eksioglu, Steffen Rebennack & Panos M. Pardalos
Handbook of Bioenergy
Dynamics of Disasters—Key Concepts, Models, Algorithms, and Insights Ilias S. Kotsireas, Anna Nagurney & Panos M. Pardalos
Dynamics of Disasters—Key Concepts, Models, Algorithms, and Insights
Optimization Approaches for Solving String Selection Problems Elisa Pappalardo, Panos M. Pardalos & Giovanni Stracquadanio
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Information and Communication Technologies for Agriculture—Theme III: Decision Dionysis D. Bochtis, Claus Grøn Sørensen, Spyros Fountas, Vasileios Moysiadis & Panos M. Pardalos
Information and Communication Technologies for Agriculture—Theme III: Decision
Learning and Intelligent Optimization Dimitris E. Simos, Varvara A. Rasskazova, Francesco Archetti, Ilias S. Kotsireas & Panos M. Pardalos
Learning and Intelligent Optimization
Network Models in Economics and Finance Valery A. Kalyagin, Panos M. Pardalos & Themistocles M. Rassias
Network Models in Economics and Finance
Analysis of Images, Social Networks and Texts Wil M.P. van der Aalst, Dmitry I. Ignatov, Michael Khachay, Sergei O. Kuznetsov, Victor Lempitsky, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko & Stanley Wasserman
Analysis of Images, Social Networks and Texts
Constructive Nonsmooth Analysis and Related Topics Vladimir F. Demyanov, Panos M. Pardalos & Mikhail Batsyn
Constructive Nonsmooth Analysis and Related Topics
Essays in Mathematics and Its Applications Themistocles M. Rassias & Panos M. Pardalos
Essays in Mathematics and Its Applications
Learning and Intelligent Optimization Dimitris E. Simos, Panos M. Pardalos & Ilias S. Kotsireas
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High-Dimensional Optimization and Probability Ashkan Nikeghbali, Panos M. Pardalos, Andrei M. Raigorodskii & Michael Th. Rassias
High-Dimensional Optimization and Probability
Analysis of Images, Social Networks and Texts Evgeny Burnaev, Dmitry I. Ignatov, Sergei Ivanov, Michael Khachay, Olessia Koltsova, Andrei Kutuzov, Sergei O. Kuznetsov, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Jari Saramäki, Andrey V. Savchenko, Evgenii Tsymbalov & Elena Tutubalina
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Sustainable Interdependent Networks M. Hadi Amini, Kianoosh G. Boroojeni, S.S. Iyengar, Panos M. Pardalos, Frede Blaabjerg & Asad M. Madni
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Machine Learning, Optimization, and Data Science Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Giorgio Jansen, Panos M. Pardalos, Giovanni Giuffrida & Renato Umeton
Machine Learning, Optimization, and Data Science
Learning and Intelligent Optimization Ilias S. Kotsireas & Panos M. Pardalos
Learning and Intelligent Optimization
Cell Formation in Industrial Engineering Boris Goldengorin, Dmitry Krushinsky & Panos M. Pardalos
Cell Formation in Industrial Engineering
Information and Communication Technologies for Agriculture—Theme II: Data Dionysis D. Bochtis, Dimitrios E. Moshou, Giorgos Vasileiadis, Athanasios Balafoutis & Panos M. Pardalos
Information and Communication Technologies for Agriculture—Theme II: Data
Contributions in Mathematics and Engineering Panos M. Pardalos & Themistocles M. Rassias
Contributions in Mathematics and Engineering
Analysis of Images, Social Networks and Texts Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko & Elena Tutubalina
Analysis of Images, Social Networks and Texts
MATHEMATICAL ANALYSIS, DIFFERENTIAL EQUATIONS & APPLICATIONS Themistocles M. Rassias & Panos M. Pardalos
MATHEMATICAL ANALYSIS, DIFFERENTIAL EQUATIONS & APPLICATIONS
Optimization and Control of Bilinear Systems Panos M. Pardalos & Vitaliy A. Yatsenko
Optimization and Control of Bilinear Systems
Cities for Smart Environmental and Energy Futures Stamatina Th. Rassia & Panos M. Pardalos
Cities for Smart Environmental and Energy Futures
Synthetic Aperture Radar (SAR) Data Applications Maciej Rysz, Arsenios Tsokas, Kathleen M. Dipple, Kaitlin L. Fair & Panos M. Pardalos
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Learning and Intelligent Optimization Roberto Battiti, Mauro Brunato, Ilias Kotsireas & Panos M. Pardalos
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Optimization in the Energy Industry Josef Kallrath, Panos M. Pardalos, Steffen Rebennack & Max Scheidt
Optimization in the Energy Industry
Software Engineering Techniques Applied to Agricultural Systems Petraq Papajorgji & Panos M. Pardalos
Software Engineering Techniques Applied to Agricultural Systems
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