Machine learning, optimization, and big data : first International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised selected papers /: first International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised selected papers. (2015)
- Record Type:
- Book
- Title:
- Machine learning, optimization, and big data : first International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised selected papers /: first International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised selected papers. (2015)
- Main Title:
- Machine learning, optimization, and big data : first International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised selected papers
- Other Titles:
- MOD 2015
- Further Information:
- Note: Panos Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello (eds.).
- Editors:
- Pardalos, P. M (Panos M.), 1954-
(Professor of Computer Science), Pavone, Mario
Farinella, Giovanni Maria
Cutello, Vincenzo - Other Names:
- MOD (Workshop), 1st
- Contents:
- Learning with discrete least squares on multivariate polynomial spaces using evaluations at random or low-discrepancy point sets -- Automatic Tuning of Algorithms through Sensitivity Minimization -- Step down and step up statistical procedures for stock selection with Sharp ratio -- Differentiating the multipoint Expected Improvement for optimal batch design -- Dynamic Detection of Transportation Modes using Keypoint Prediction -- Effect of the dynamic topology on the performance of PSO-2S algorithm for continuous optimization -- Heuristic for Site-Dependent Truck and Trailer Routing Problem with Soft and Hard Time Windows and Split Deliveries -- Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains -- Advanced Metamodeling Techniques Applied to Multidimensional Applications with Piecewise Responses -- Alternating direction method of multipliers for regularized multiclass support vector machines -- Tree-Based Response Surface Analysis -- A Single-Facility Manifold Location Routing Problem with an Application to Supply Chain Management and Robotics -- An Efficient Many-Core Implementation for Semi-Supervised Support Vector Machines -- Intent Recognition in a Simulated Maritime Multi-Agent Domain -- An Adaptive Classification Framework for Unsupervised Model Updating in Nonstationary Environments -- Global Optimization with Sparse and Local Gaussian Process Models -- Condense Mixed Convexity and Optimization with an Application in Data Service OptimizationLearning with discrete least squares on multivariate polynomial spaces using evaluations at random or low-discrepancy point sets -- Automatic Tuning of Algorithms through Sensitivity Minimization -- Step down and step up statistical procedures for stock selection with Sharp ratio -- Differentiating the multipoint Expected Improvement for optimal batch design -- Dynamic Detection of Transportation Modes using Keypoint Prediction -- Effect of the dynamic topology on the performance of PSO-2S algorithm for continuous optimization -- Heuristic for Site-Dependent Truck and Trailer Routing Problem with Soft and Hard Time Windows and Split Deliveries -- Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains -- Advanced Metamodeling Techniques Applied to Multidimensional Applications with Piecewise Responses -- Alternating direction method of multipliers for regularized multiclass support vector machines -- Tree-Based Response Surface Analysis -- A Single-Facility Manifold Location Routing Problem with an Application to Supply Chain Management and Robotics -- An Efficient Many-Core Implementation for Semi-Supervised Support Vector Machines -- Intent Recognition in a Simulated Maritime Multi-Agent Domain -- An Adaptive Classification Framework for Unsupervised Model Updating in Nonstationary Environments -- Global Optimization with Sparse and Local Gaussian Process Models -- Condense Mixed Convexity and Optimization with an Application in Data Service Optimization -- SoC-based pattern recognition device for Non Destructive Testing. … (more)
- Publisher Details:
- Cham : Springer
- Publication Date:
- 2015
- Extent:
- 1 online resource (xv, 372 pages), illustrations
- Subjects:
- 006.3/1
Computer science
Machine learning -- Congresses
Mathematical optimization -- Congresses
Big data -- Congresses
Big data
Machine learning
Mathematical optimization
Computer Science
Engineering & Applied Sciences
Computer Science
Information Systems Applications (incl. Internet)
Algorithm Analysis and Problem Complexity
Artificial Intelligence (incl. Robotics)
Computation by Abstract Devices
Database Management
Information Storage and Retrieval
Computers -- Programming -- Algorithms
Computers -- Intelligence (AI) & Semantics
Computers -- Machine Theory
Computers -- Database Management -- General
Computers -- System Administration -- Storage & Retrieval
Algorithms & data structures
Artificial intelligence
User interface design & usability
Databases
Information retrieval
Computer software
Artificial intelligence
Database management
Information storage and retrieva
Computers -- Information Technology
Llibres electrònics
Congressos
Conference papers and proceedings
Electronic books - Languages:
- English
- ISBNs:
- 9783319279268
3319279262
3319279254
9783319279251 - Related ISBNs:
- 9783319279251
- Notes:
- Note: Online resource; title from PDF title page (SpringerLink, viewed January 15, 2016).
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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.362834
- Ingest File:
- 01_331.xml