عنوان

Machine Learning, Optimization, and Big Data

:9783319279251

13777

انگلیسی

Machine Learning, Optimization, and Big Data

[electronic resources]

: First International Workshop, MOD 2015 Taormina, Sicily, Italy, July 21–23, 2015 Revised Selected Papers

\ Panos Pardalos, Mario Pavone, Giovanni Maria Farinella, Vincenzo Cutello (eds.)

Cham

: Springer

, 2016

1601

1 online resource (xv, 372 pages)

:illustrations

Lecture notes in computer science

LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI

; 9432

Index

Bibliography

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 Ecient 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.

0

Machine learning -- Congresses

Mathematical optimization -- Congresses

Big data -- Congresses

فراگیری ماشینی -- کنگره ها

بهینه‌سازی ریاضی -- کنگره ها

داده‌های کلان -- کنگره ها

Pardalos, P. M. (Panos M.), 1954- editor

Pavone, Mario, editor

Farinella, Giovanni Maria, editor

Cutello, Vincenzo, editor

International Workshop on Machine Learning, Optimization, and Big Data (1st : 2015 : Sicily, Italy)

ایران

20170216111056.0

rda

9783319279251.pdf

https://www.loc.gov/catdir/enhancements/fy1611/2015957789-d.html

https://www.loc.gov/catdir/enhancements/fy1611/2015957789-t.html

BL

279177

1

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