A survey of robust optimization based machine learning with special reference to support vector machines
出版年份 2019 全文链接
标题
A survey of robust optimization based machine learning with special reference to support vector machines
作者
关键词
-
出版物
International Journal of Machine Learning and Cybernetics
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2019-12-23
DOI
10.1007/s13042-019-01044-y
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- (2019) Hessam Golmohamadi et al. Sustainable Cities and Society
- Comparing techniques for modelling uncertainty in a maritime inventory routing problem
- (2019) Filipe Rodrigues et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Robust aircraft trajectory planning under uncertain convective environments with optimal control and rapidly developing thunderstorms
- (2019) Daniel González-Arribas et al. AEROSPACE SCIENCE AND TECHNOLOGY
- A novel robust optimization approach for an integrated municipal water distribution system design under uncertainty: A case study of Mashhad
- (2018) Zabih Ghelichi et al. COMPUTERS & CHEMICAL ENGINEERING
- Robust optimization: Lessons learned from aircraft routing
- (2018) Lavanya Marla et al. COMPUTERS & OPERATIONS RESEARCH
- Characterization of the equivalence of robustification and regularization in linear and matrix regression
- (2018) Dimitris Bertsimas et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Robust twin support vector regression via second-order cone programming
- (2018) Julio López et al. KNOWLEDGE-BASED SYSTEMS
- Applying norm concepts for solving interval support vector machine
- (2018) Mojtaba Baymani et al. NEUROCOMPUTING
- Understanding adversarial training: Increasing local stability of supervised models through robust optimization
- (2018) Uri Shaham et al. NEUROCOMPUTING
- Adjustable robust strategies for flood protection
- (2018) Krzysztof Postek et al. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
- Increasing Supply Chain Robustness through Process Flexibility and Inventory
- (2018) David Simchi-Levi et al. PRODUCTION AND OPERATIONS MANAGEMENT
- On using robust Mahalanobis distance estimations for feature discrimination in a damage detection scenario
- (2018) Mike Yeager et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Robust Aircraft Routing
- (2018) Chiwei Yan et al. TRANSPORTATION SCIENCE
- Robust Optimization for a Maritime Inventory Routing Problem
- (2018) Agostinho Agra et al. TRANSPORTATION SCIENCE
- A robust energy efficiency power allocation algorithm in cognitive radio networks
- (2018) Mingyue Zhou et al. China Communications
- Derivative-free robust optimization by outer approximations
- (2018) Matt Menickelly et al. MATHEMATICAL PROGRAMMING
- Online First-Order Framework for Robust Convex Optimization
- (2018) Nam Ho-Nguyen et al. OPERATIONS RESEARCH
- Robust multicovers with budgeted uncertainty
- (2018) Sven O. Krumke et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Robust Beamforming Design in C-RAN With Sigmoidal Utility and Capacity-Limited Backhaul
- (2017) Zehua Wang et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Fuzzy chance constrained least squares twin support vector machine for uncertain classification1
- (2017) Renjie Han et al. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
- An one-class classification support vector machine model by interval-valued training data
- (2017) Lev V. Utkin et al. KNOWLEDGE-BASED SYSTEMS
- Data-driven robust optimization
- (2017) Dimitris Bertsimas et al. MATHEMATICAL PROGRAMMING
- Robust spherical separation
- (2017) A. Astorino et al. OPTIMIZATION
- Bayesian belief network for positive unlabeled learning with uncertainty
- (2017) Hongxiao Gan et al. PATTERN RECOGNITION LETTERS
- A Novel Twin Support-Vector Machine With Pinball Loss
- (2017) Yitian Xu et al. IEEE Transactions on Neural Networks and Learning Systems
- Robust Optimization of EV Charging Schedules in Unregulated Electricity Markets
- (2017) Nikita Korolko et al. IEEE Transactions on Smart Grid
- A second-order cone programming formulation for twin support vector machines
- (2016) Sebastián Maldonado et al. APPLIED INTELLIGENCE
- An adjustable robust optimization approach to scheduling of continuous industrial processes providing interruptible load
- (2016) Qi Zhang et al. COMPUTERS & CHEMICAL ENGINEERING
- Robust optimization under correlated polyhedral uncertainty set
- (2016) Amir Jalilvand-Nejad et al. COMPUTERS & INDUSTRIAL ENGINEERING
- A two-stage robust optimization approach for the mobile facility fleet sizing and routing problem under uncertainty
- (2016) Chao Lei et al. COMPUTERS & OPERATIONS RESEARCH
- Robust optimal offering strategy of large consumer using IGDT considering demand response programs
- (2016) Sayyad Nojavan et al. ELECTRIC POWER SYSTEMS RESEARCH
- Robust adaptive power control for cognitive radio networks
- (2016) Yongjun Xu et al. IET Signal Processing
- Robust Optimization of Schedules Affected by Uncertain Events
- (2016) Robin Vujanic et al. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
- Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels
- (2016) Lev V. Utkin et al. NEURAL NETWORKS
- Uncertain XML documents classification using Extreme Learning Machine
- (2016) Xiangguo Zhao et al. NEUROCOMPUTING
- Robust solutions to fuzzy one-class support vector machine
- (2016) Yong Liu et al. PATTERN RECOGNITION LETTERS
- A robust optimization approach for dynamic traffic signal control with emission considerations
- (2016) Ke Han et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Robust optimisation of railway crossing geometry
- (2016) Chang Wan et al. VEHICLE SYSTEM DYNAMICS
- Robust Optimization-Based Resilient Distribution Network Planning Against Natural Disasters
- (2016) Wei Yuan et al. IEEE Transactions on Smart Grid
- Robust chance-constrained support vector machines with second-order moment information
- (2015) Ximing Wang et al. ANNALS OF OPERATIONS RESEARCH
- Robust optimization of subsurface flow using polynomial chaos and response surface surrogates
- (2015) Masoud Babaei et al. COMPUTATIONAL GEOSCIENCES
- Robust Fluid Processing Networks
- (2015) Dimitris Bertsimas et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- An Adjustable Robust Optimization Approach for Contingency-Constrained Transmission Expansion Planning
- (2015) Alexandre Moreira et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI
- (2015) Yuanming Shi et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Robust Joint Transmit Beamforming With QoS Guarantees in Time-Asynchronous DAS
- (2015) Jilei Yan et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Robust Beamforming Design in MISO Interference Channels With RVQ Limited Feedback
- (2015) Fan-Shuo Tseng et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Energy and reserve scheduling under correlated nodal demand uncertainty: An adjustable robust optimization approach
- (2015) Alexandre Moreira et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Ramp loss nonparallel support vector machine for pattern classification
- (2015) Dalian Liu et al. KNOWLEDGE-BASED SYSTEMS
- Robust optimization methods for cardiac sparing in tangential breast IMRT
- (2015) Houra Mahmoudzadeh et al. MEDICAL PHYSICS
- A new robust model of one-class classification by interval-valued training data using the triangular kernel
- (2015) Lev V. Utkin et al. NEURAL NETWORKS
- A practical guide to robust optimization
- (2015) Bram L. Gorissen et al. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
- Oracle-Based Robust Optimization via Online Learning
- (2015) Aharon Ben-Tal et al. OPERATIONS RESEARCH
- Robust optimization in countably infinite linear programs
- (2015) Archis Ghate Optimization Letters
- Robust optimization for routing problems on trees
- (2015) Sabine Büttner et al. Top
- Robust weekly aircraft maintenance routing problem and the extension to the tail assignment problem
- (2015) Zhe Liang et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Data-driven linear decision rule approach for distributionally robust optimization of on-line signal control
- (2015) Hongcheng Liu et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Robust and reliable medical services network design under uncertain environment and system disruptions
- (2015) Davood Shishebori et al. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW
- Adjustable Robust Real-Time Power Dispatch With Large-Scale Wind Power Integration
- (2015) Zhigang Li et al. IEEE Transactions on Sustainable Energy
- A robust optimization model for green regional logistics network design with uncertainty in future logistics demand
- (2015) Dezhi Zhang et al. Advances in Mechanical Engineering
- Robust least square semidefinite programming with applications
- (2014) Guoyin Li et al. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
- A tractable approximation of non-convex chance constrained optimization with non-Gaussian uncertainties
- (2014) Abebe Geletu et al. ENGINEERING OPTIMIZATION
- An affine adjustable robust model for generation and transmission network planning
- (2014) Tsan Sheng Ng et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Regularization using Monte Carlo simulation to make optimal beamformers robust to system perturbations
- (2014) Mingsian R. Bai et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- RIB: A Robust Itemset-based Bayesian approach to classification
- (2014) Elena Baralis et al. KNOWLEDGE-BASED SYSTEMS
- Robustε-Support Vector Regression
- (2014) Yuan Lv et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Improved approximations for two-stage min-cut and shortest path problems under uncertainty
- (2014) Daniel Golovin et al. MATHEMATICAL PROGRAMMING
- A tight characterization of the performance of static solutions in two-stage adjustable robust linear optimization
- (2014) Dimitris Bertsimas et al. MATHEMATICAL PROGRAMMING
- Deriving robust counterparts of nonlinear uncertain inequalities
- (2014) Aharon Ben-Tal et al. MATHEMATICAL PROGRAMMING
- Reliable p-median facility location problem: two-stage robust models and algorithms
- (2014) Yu An et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Regularized robust optimization: the optimal portfolio execution case
- (2013) Somayeh Moazeni et al. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
- Recent advances in robust optimization: An overview
- (2013) Virginie Gabrel et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Energy and Reserve Scheduling Under a Joint Generation and Transmission Security Criterion: An Adjustable Robust Optimization Approach
- (2013) Alexandre Street et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Robust Layered Transmission and Compression for Distributed Uplink Reception in Cloud Radio Access Networks
- (2013) Seok-Hwan Park et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Robust Uplink Communications over Fading Channels with Variable Backhaul Connectivity
- (2013) Roy Karasik et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Robust Power Allocation for Energy-Efficient Location-Aware Networks
- (2013) William Wei-Liang Li et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Extreme learning machine for classification over uncertain data
- (2013) Yongjiao Sun et al. NEUROCOMPUTING
- Robust facility location: Hedging against failures
- (2013) Ivan Hernandez et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Risk Measure Based Robust Bidding Strategy for Arbitrage Using a Wind Farm and Energy Storage
- (2013) Anupam A. Thatte et al. IEEE Transactions on Smart Grid
- The robust vehicle routing problem with time windows
- (2012) Agostinho Agra et al. COMPUTERS & OPERATIONS RESEARCH
- Robustness and Regularization of Personal Audio Systems
- (2012) Stephen J. Elliott et al. IEEE Transactions on Audio Speech and Language Processing
- Robust and Efficient Distributed Compression for Cloud Radio Access Networks
- (2012) Seok-Hwan Park et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- System-Level Optimization in Wireless Networks: Managing Interference and Uncertainty via Robust Optimization
- (2012) Sungho Yun et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Robust Support Vector Regression for Uncertain Input and Output Data
- (2012) Gao Huang et al. IEEE Transactions on Neural Networks and Learning Systems
- Two-stage Robust Network Design with Exponential Scenarios
- (2011) Rohit Khandekar et al. ALGORITHMICA
- Maximum Likelihood Estimation from Uncertain Data in the Belief Function Framework
- (2011) T. Denoeux IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Learning naive Bayes classifiers from positive and unlabelled examples with uncertainty
- (2011) Jiazhen He et al. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE
- A novel Bayesian classification for uncertain data
- (2011) Biao Qin et al. KNOWLEDGE-BASED SYSTEMS
- Robustness and generalization
- (2011) Huan Xu et al. MACHINE LEARNING
- Theory and Applications of Robust Optimization
- (2011) Dimitris Bertsimas et al. SIAM REVIEW
- Designing robust coverage networks to hedge against worst-case facility losses
- (2010) Jesse R. O’Hanley et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Minimax Robust A Priori Information Aware Channel Equalization
- (2010) Muhammad Danish Nisar et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Support vector machine classification with noisy data: a second order cone programming approach
- (2010) Theodore B. Trafalis et al. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS
- Chance constrained uncertain classification via robust optimization
- (2010) Aharon Ben-Tal et al. MATHEMATICAL PROGRAMMING
- Distributionally Robust Optimization and Its Tractable Approximations
- (2010) Joel Goh et al. OPERATIONS RESEARCH
- An iterative approach to robust and integrated aircraft routing and crew scheduling
- (2009) Oliver Weide et al. COMPUTERS & OPERATIONS RESEARCH
- Robust Optimization for Unconstrained Simulation-Based Problems
- (2009) Dimitris Bertsimas et al. OPERATIONS RESEARCH
- Regression From Uncertain Labels and Its Applications to Soft Biometrics
- (2008) Shuicheng Yan et al. IEEE Transactions on Information Forensics and Security
- Support vector machines for interval discriminant analysis
- (2008) C. Angulo et al. NEUROCOMPUTING
- Engaging uncertainty in hydrologic data sets using principal component analysis: BaNPCA algorithm
- (2008) Shivam Tripathi et al. WATER RESOURCES RESEARCH
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