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Applied Soft Computing, Volume 82
Volume 82, September 2019
- Vineet Kumar
, K. P. S. Rana
Efficient control of a 3-link planar rigid manipulator using self-regulated fractional-order fuzzy PID controller. - Hasan Basri Sezer
Automatic segmentation and classification of neonatal hips according to Graf's sonographic method: A computer-aided diagnosis system. - Farzane Hashemi, Mehrdad Naderi
Clustering right-skewed data stream via Birnbaum-Saunders mixture models: A flexible approach based on fuzzy clustering algorithm. - Kai Zhang:
A three-way c-means algorithm. - Jizheng Yi, Aibin Chen, Zixing Cai, Yi Sima
Facial expression recognition of intercepted video sequences based on feature point movement trend and feature block texture variation. - Francesco Colace
Revising recurrent neural networks from a granular perspective. - Humyun Fuad Rahman, Izabela Nielsen
Scheduling automated transport vehicles for material distribution systems. - Alberto Arteta Albert
Multilinear Weighted Regression (MWE) with Neural Networks for trend prediction. - Yang Zhao
Multi-layer radial basis function neural network based on multi-scale kernel learning. - Indranil Ghosh, Rabin K. Jana
Analysis of temporal pattern, causal interaction and predictive modeling of financial markets using nonlinear dynamics, econometric models and machine learning algorithms. - Shashank Sheshar Singh
LAPSO-IM: A learning-based influence maximization approach for social networks. - Xiaohui Yuan
Prediction interval of wind power using parameter optimized Beta distribution based LSTM model. - S. M. M. Fatemi Bushehri
An expert model for self-care problems classification using probabilistic neural network and feature selection approach. - Jinfu Liu
A novel measure of attribute significance with complexity weight. - Bei Wang
A probabilistic principal component analysis-based approach in process monitoring and fault diagnosis with application in wastewater treatment plant. - Reza Ramezanian
An integrated framework of genetic network programming and multi-layer perceptron neural network for prediction of daily stock return: An application in Tehran stock exchange market. - Ting-Yu Chen
A novel PROMETHEE-based method using a Pythagorean fuzzy combinative distance-based precedence approach to multiple criteria decision making. - Hamidreza Seiti
Developing a novel risk-based MCDM approach based on D numbers and fuzzy information axiom and its applications in preventive maintenance planning. - Chyh-Ming Lai
Simplified swarm optimization with initialization scheme for dynamic weapon-target assignment problem. - Wenfeng Hu, Hong Chang, Xingsheng Gu:
A novel fault diagnosis technique for wind turbine gearbox. - Ambeshwar Kumar
A deep neural network based classifier for brain tumor diagnosis. - Shangkun Deng, Youtao Xiang, Zhe Fu, Mingyue Wang, Yueren Wang:
A hybrid method for crude oil price direction forecasting using multiple timeframes dynamic time wrapping and genetic algorithm. - Falguni Chakraborty
Oppositional symbiotic organisms search optimization for multilevel thresholding of color image. - Shasha Mao
Maximizing diversity by transformed ensemble learning. - Puhua Chen
Adaptive sparse graph learning based dimensionality reduction for classification. - Marzieh Davoodabadi Farahani, Nasser Mozayani
Automatic construction and evaluation of macro-actions in reinforcement learning. - Wenhua Zhang, Lianghai Jin, Enmin Song, Xiangyang Xu:
Removal of impulse noise in color images based on convolutional neural network. - Elivelton O. Rangel
On redundant coverage maximization in wireless visual sensor networks: Evolutionary algorithms for multi-objective optimization. - Kejia Zhang, Yu Fu, Yanan Hu, Chunsheng Li, Panchi Li:
Scheduling strategy for computational-intensive data flow in generalized cluster environments. - Evangelos Pournaras
Socio-technical smart grid optimization via decentralized charge control of electric vehicles. - Subhrajit Samanta, Suresh Sundaram
A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting. - Ashish Kumar Bhandari
A context sensitive energy thresholding based 3D Otsu function for image segmentation using human learning optimization. - Mohsen Tabejamaat, Abdolmajid Mousavi:
Manifold label prediction for low dimensional palmprint recognition. - Ming Tang
Inclusion measures of probabilistic linguistic term sets and their application in classifying cities in the Economic Zone of Chengdu Plain. - Jingyu Wang
Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks. - Rui Wang, Jiyang Wang, Yunzhen Xu:
A novel combined model based on hybrid optimization algorithm for electrical load forecasting. - Walaa Hassan Elashmawi
A modified squirrel search algorithm based on improved best fit heuristic and operator strategy for bin packing problem. - Omar Darwish, Ala I. Al-Fuqaha
Using hierarchical statistical analysis and deep neural networks to detect covert timing channels. - Elahe Sadat Hosseini, Mohammad Hossein Moattar
Evolutionary feature subsets selection based on interaction information for high dimensional imbalanced data classification. - Mohsen Yahyaei, Mahdi Bashiri, Marcus Randall
A model for a reliable single allocation hub network design under massive disruption. - Xiaochuan Li
A novel diagnostic and prognostic framework for incipient fault detection and remaining service life prediction with application to industrial rotating machines. - Fabio Guigou, Pierre Collet, Pierre Parrend
SCHEDA: Lightweight euclidean-like heuristics for anomaly detection in periodic time series. - Juliana Helena Daroz Gaudêncio
Hybrid multiobjective optimization algorithm based on multivariate mean square error and fuzzy decision maker. - Wen-jing Niu, Zhong-kai Feng
Forecasting reservoir monthly runoff via ensemble empirical mode decomposition and extreme learning machine optimized by an improved gravitational search algorithm. - Ping Jiang, Zhenkun Liu
Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting. - Kai Li, Jianfu Chen
Uniform parallel machine scheduling with fuzzy processing times under resource consumption constraint. - Hongwei Ge
A Two-Engine interaction driven many-objective evolutionary algorithm with feasibility-aware adaptation. - Murat Aslan
JayaX: Jaya algorithm with xor operator for binary optimization. - Yun Liu
Visual question answering via Attention-based syntactic structure tree-LSTM. - (Withdrawn) Video associated cross-modal recommendation algorithm based on deep learning.
- Masafumi Nakano, Akihiko Takahashi, Soichiro Takahashi:
State-space approach to adaptive fuzzy modeling for financial investment. - Nilam Upasani
A modified neuro-fuzzy classifier and its parallel implementation on modern GPUs for real time intrusion detection. - Chenyang Song
An improved structure learning algorithm of Bayesian Network based on the hesitant fuzzy information flow. - Michal Witold Przewozniczek
Universal strategy of dynamic subpopulation number management in practical network optimization problems. - Carlos Eduardo de Andrade
Scheduling software updates for connected cars with limited availability. - Chaoxu Mu
An ADDHP-based Q-learning algorithm for optimal tracking control of linear discrete-time systems with unknown dynamics. - Luping Liu
Capturing the symptoms of malicious code in electronic documents by file's entropy signal combined with machine learning. - Han Ding
Automatic data-driven operation and optimization of uncertain misalignment by considering mechanical power transmission performances of spiral bevel and hypoid gears. - Tingwen Huang, El-Sayed M. El-Alfy
Special issue on Neural Information Processing for Optimization and Applications.
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