Volume 27, Issue 8

Search all Neural Computing and Applications articles

November 2016

Special Issue on Predictive Analytics Using Machine Learning (pp 2153-2406)

Issue Editors:

Ali Bou Nassif,
Mohammad Azzeh,
Shadi Banitaan,
Daniel Neagu

35 articles in this issue

Guest editorial: special issue on predictive analytics using machine learning
Ali Bou Nassif
Mohammad Azzeh
Daniel Neagu
Editorial 23 April 2016 Pages: 2153 - 2155
Dynamic neural networks for gas turbine engine degradation prediction, health monitoring and prognosis
S. Kiakojoori
K. Khorasani
Predictive Analytics Using Machine Learning 29 July 2015 Pages: 2157 - 2192
A hybrid grid-GA-based LSSVR learning paradigm for crude oil price forecasting
Lean Yu
Wei Dai
Jiaqian Wu
Predictive Analytics Using Machine Learning 05 August 2015 Pages: 2193 - 2215
A crowding multi-objective genetic algorithm for image parsing
Ferdin Joe John Joseph
Surapong Auwatanamongkol
Predictive Analytics Using Machine Learning 02 August 2015 Pages: 2217 - 2227
Metaheuristic optimization of multivariate adaptive regression splines for predicting the schedule of software projects
Angel Ferreira-Santiago
Cuauhtémoc López-Martín
Cornelio Yáñez-Márquez
Predictive Analytics Using Machine Learning 19 August 2015 Pages: 2229 - 2240
Pareto efficient multi-objective optimization for local tuning of analogy-based estimation
Mohammad Azzeh
Ali Bou Nassif
Fadi Almasalha
Predictive Analytics Using Machine Learning 01 September 2015 Pages: 2241 - 2265
Two-level matrix factorization for recommender systems
Fangfang Li
Guandong Xu
Longbing Cao
Predictive Analytics Using Machine Learning 05 September 2015 Pages: 2267 - 2278
A fine-grained Random Forests using class decomposition: an application to medical diagnosis
Eyad Elyan
Mohamed Medhat Gaber
Predictive Analytics Using Machine Learning 22 September 2015 Pages: 2279 - 2288
Classifying component failures of a hybrid electric vehicle fleet based on load spectrum data
Philipp Bergmeir
Christof Nitsche
Michael Bargende
Predictive Analytics Using Machine Learning 01 October 2015 Pages: 2289 - 2304
Deep multilayer multiple kernel learning
Ilyes Rebai
Yassine BenAyed
Walid Mahdi
Predictive Analytics Using Machine Learning 18 September 2015 Pages: 2305 - 2314
Supervised classification of spam emails with natural language stylometry
Rushdi Shams
Robert E. Mercer
Predictive Analytics Using Machine Learning 03 November 2015 Pages: 2315 - 2331
A Q-learning-based swarm optimization algorithm for economic dispatch problem
Yi-Zeng Hsieh
Mu-Chun Su
Predictive Analytics Using Machine Learning 30 October 2015 Pages: 2333 - 2350
Offer acceptance prediction of academic placement
Raj Man Shrestha
Mehmet A. Orgun
Peter Busch
Predictive Analytics Using Machine Learning 03 November 2015 Pages: 2351 - 2368
Neural network models for software development effort estimation: a comparative study
Ali Bou Nassif
Mohammad Azzeh
Danny Ho
Predictive Analytics Using Machine Learning 19 November 2015 Pages: 2369 - 2381
Combining time series prediction models using genetic algorithm to autoscaling Web applications hosted in the cloud infrastructure
Valter Rogério Messias
Julio Cezar Estrella
Stephan Reiff-Marganiec
Predictive Analytics Using Machine Learning 12 December 2015 Pages: 2383 - 2406
Completing tags by local learning: a novel image tag completion method based on neighborhood tag vector predictor
Xiaohong Yang
Feng Yang
Original Article 25 June 2015 Pages: 2407 - 2416
Wind speed forecasting using the NARX model, case: La Mata, Oaxaca, México
Erasmo Cadenas
Wilfrido Rivera
Roberto Cadenas
Original Article 23 August 2015 Pages: 2417 - 2428
A two-stage quantum-behaved particle swarm optimization with skipping search rule and weight to solve continuous optimization problem
Deyu Tang
Shoubin Dong
Jie Zhao
Original Article 25 August 2015 Pages: 2429 - 2440
A high performing meta-heuristic for training support vector regression in performance forecasting of supply chain
Behnam Vahdani
Farzad Razavi
S. Meysam Mousavi
Original Article 21 August 2015 Pages: 2441 - 2451
Neural identifier for unknown discrete-time nonlinear delayed systems
Alma Y. Alanis
Jorge D. Rios
Carlos Lopez-Franco
Original Article 29 August 2015 Pages: 2453 - 2464
Modeling concrete strength with high-order neural networks
Hsing-Chih Tsai
Original Article 26 August 2015 Pages: 2465 - 2473
Soft sliding mode controller design for uncertain delta operator systems
Yunlong Liu
Yonggui Kao
Zairui Gao
Original Article 23 August 2015 Pages: 2475 - 2482
Almost periodic solutions of retarded SICNNs with functional response on piecewise constant argument
Marat Akhmet
Mehmet Onur Fen
Mokhtar Kirane
Original Article 04 September 2015 Pages: 2483 - 2495
Neural adaptive coordination control of multiple trains under bidirectional communication topology
Shigen Gao
Hairong Dong
Lei Chen
Original Article 01 September 2015 Pages: 2497 - 2507
Robot behaviour learning using Topological Gaussian Adaptive Resonance Hidden Markov Model
Farhan Dawood
Chu Kiong Loo
Original Article 25 August 2015 Pages: 2509 - 2522
Prediction of restrained shrinkage crack widths of slag mortar composites by Takagi and Sugeno ANFIS models
Turhan Bilir
Osman Gencel
Ilker Bekir Topcu
Original Article 22 August 2015 Pages: 2523 - 2536
Development of GEP and ANN model to predict the unsteady forced convection over a cylinder
Prasenjit Dey
Abhijit Sarkar
Ajoy Kumar Das
Original Article 28 August 2015 Pages: 2537 - 2549
A new rainfall forecasting model using the CAPSO algorithm and an artificial neural network
Zahra Beheshti
Morteza Firouzi
Zulkifli Yusop
Original Article 10 September 2015 Pages: 2551 - 2565
Optimization of woven fabric parameters for ultraviolet radiation protection and comfort using artificial neural network and genetic algorithm
Abhijit Majumdar
Apurba Das
Anindya Ghosh
Original Article 21 August 2015 Pages: 2567 - 2576
Constructing constant mean curvature surfaces with fixed-point half dynamic model
Yang Yu
Qingbiao Wu
Yasir Khan
Original Article 01 September 2015 Pages: 2577 - 2586
Event-triggered sampling scheme for pinning control in multi-agent networks with general nonlinear dynamics
Huaqing Li
Guo Chen
Li Xiao
Original Article 23 August 2015 Pages: 2587 - 2599
Encryption function on artificial neural network
Haitham Al Azawee
Sabah Husien
Mohd Amin Mohd Yunus
Original Article 22 August 2015 Pages: 2601 - 2604
Manifold regularization in structured output space for semi-supervised structured output prediction
Fei Jiang
Lili Jia
Riley LeMieux
Original Article 23 August 2015 Pages: 2605 - 2614
Voice conversion system using salient sub-bands and radial basis function
Jagannath Nirmal
Mukesh Zaveri
Pramod Kachare
Original Article 25 August 2015 Pages: 2615 - 2628
Gait recognition and micro-expression recognition based on maximum margin projection with tensor representation
Xianye Ben
Peng Zhang
Guodong Ge
Original Article 04 September 2015 Pages: 2629 - 2646

Volume 27, Issue 8

Search

Navigation