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1. MOD 2015: Taormina, Sicily, Italy
- Panos M. Pardalos, Mario Pavone, Giovanni Maria Farinella
, Vincenzo Cutello
Machine Learning, Optimization, and Big Data - First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9432, Springer 2015, ISBN 978-3-319-27925-1 - Giovanni Migliorati:
Learning with Discrete Least Squares on Multivariate Polynomial Spaces Using Evaluations at Random or Low-Discrepancy Point Sets. 1-13 - Piero Conca, Giovanni Stracquadanio
Automatic Tuning of Algorithms Through Sensitivity Minimization. 14-25 - Alexander P. Koldanov, Valeriy A. Kalyagin
Step Down and Step Up Statistical Procedures for Stock Selection with Sharp Ratio. 26-36 - Sébastien Marmin, Clément Chevalier, David Ginsbourger
Differentiating the Multipoint Expected Improvement for Optimal Batch Design. 37-48 - Olga Birth, Aaron Frueh, Johann H. Schlichter:
Dynamic Detection of Transportation Modes Using Keypoint Prediction. 49-59 - Abbas El Dor, Patrick Siarry:
Effect of the Dynamic Topology on the Performance of PSO-2S Algorithm for Continuous Optimization. 60-64 - Mikhail Batsyn, Alexander Ponomarenko:
Heuristic for Site-Dependent Truck and Trailer Routing Problem with Soft and Hard Time Windows and Split Deliveries. 65-79 - Rohit Parimi, Doina Caragea
Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains. 80-92 - Toufik Al Khawli, Urs Eppelt, Wolfgang Schulz:
Advanced Metamodeling Techniques Applied to Multidimensional Applications with Piecewise Responses. 93-104 - Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty:
Alternating Direction Method of Multipliers for Regularized Multiclass Support Vector Machines. 105-117 - Siva Krishna Dasari
Tree-Based Response Surface Analysis. 118-129 - Emre Tokgöz, Iddrisu Awudu, Theodore B. Trafalis
A Single-Facility Manifold Location Routing Problem with an Application to Supply Chain Management and Robotics. 130-144 - Fabian Gieseke:
An Efficient Many-Core Implementation for Semi-Supervised Support Vector Machines. 145-157 - Mohammad Taghi Saffar, Mircea Nicolescu, Monica N. Nicolescu, Daniel Bigelow, Christopher A. Ballinger, Sushil J. Louis:
Intent Recognition in a Simulated Maritime Multi-agent Domain. 158-170 - Piero Conca, Jon Timmis
An Adaptive Classification Framework for Unsupervised Model Updating in Nonstationary Environments. 171-184 - Tipaluck Krityakierne
Global Optimization with Sparse and Local Gaussian Process Models. 185-196 - Emre Tokgöz, Hillel Kumin:
Condense Mixed Convexity and Optimization with an Application in Data Service Optimization. 197-208 - Omar Schiaratura, Pietro Ansaloni, Giovanni Lughi, Mattia Neri, Matteo Roffilli
SoC-Based Pattern Recognition Systems for Non Destructive Testing. 209-221 - Juan Piccini, Franco Robledo, Pablo Romero
Node-Immunization Strategies in a Stochastic Epidemic Model. 222-232 - Martha L. Avendaño-Garrido
An Efficient Numerical Approximation for the Monge-Kantorovich Mass Transfer Problem. 233-239 - Andrey Pepelyshev, Yuri Staroselskiy, Anatoly A. Zhigljavsky
Adaptive Targeting for Online Advertisement. 240-251 - João Diogo Pinto, Alexandra M. Carvalho
Outlier Detection in Cox Proportional Hazards Models Based on the Concordance c-Index. 252-256 - Giuseppe Nicosia
Characterization of the \#k # k -SAT Problem in Terms of Connected Components. 257-268 - Mehdi Ben Lazreg, Jaziar Radianti
A Bayesian Network Model for Fire Assessment and Prediction. 269-279 - Tarik Küçükdeniz
Data Clustering by Particle Swarm Optimization with the Focal Particles. 280-292 - Adrian Pino Angulo, Kilho Shin:
Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection. 293-305 - Kulsawasd Jitkajornwanich
Conceptual Analysis of Big Data Using Ontologies and EER. 306-317 - Olgierd Unold, Tadeusz Tagowski:
A Parallel Consensus Clustering Algorithm. 318-324 - Jérémie Mary, Romaric Gaudel, Philippe Preux:
Bandits and Recommender Systems. 325-336 - Marco Moltisanti, Giovanni Maria Farinella
Semi-Naive Mixture Model for Consensus Clustering. 337-346 - Raja Khurram Shahzad, Mehwish Fatima
Consensus Decision Making in Random Forests. 347-358 - Piero Conca, Gilda Currenti, Giovanni Carapezza, Ciro Del Negro
Multi-objective Modeling of Ground Deformation and Gravity Changes of Volcanic Eruptions. 359-370
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