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ORCIDApplied Soft Computing, Volume 97
Volume 97, Number Part A, December 2020
- Majid Kamal A. Nour
, Zafer Cömert, Kemal Polat:
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization. 106580 - Dat Phuc Tran Song, Byoungjin Seok, Changhoon Lee:
HANMRE - An authenticated encryption secure against side-channel attacks for nonce-misuse and lightweight approaches. 106663 - Bin Pu, Yuan Liu, Ningbo Zhu, Kenli Li, Keqin Li:
ED-ACNN: Novel attention convolutional neural network based on encoder-decoder framework for human traffic prediction. 106688 - Hany Kasban, Sabry S. Nassar:
An efficient approach for forgery detection in digital images using Hilbert-Huang transform. 106728 - Joaquín Figueroa Barraza, Enrique López Droguett, Viviana Meruane Naranjo, Marcelo Ramos Martins:
Capsule Neural Networks for structural damage localization and quantification using transmissibility data. 106732 - Konstantinos Varelas, Ouassim Ait ElHara, Dimo Brockhoff, Nikolaus Hansen, Duc Manh Nguyen, Tea Tusar, Anne Auger:
Benchmarking large-scale continuous optimizers: The bbob-largescale testbed, a COCO software guide and beyond. 106737 - Aparup Khatua, Apalak Khatua, Erik Cambria:
Predicting political sentiments of voters from Twitter in multi-party contexts. 106743 - Koyel Chakraborty, Surbhi Bhatia, Siddhartha Bhattacharyya, Jan Platos, Rajib Bag, Aboul Ella Hassanien:
Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers - A study to show how popularity is affecting accuracy in social media. 106754 - Hao-Chiang Koong Lin, Tao-Hua Wang, Guo-Chung Lin, Shu-Chen Cheng, Hong-Ren Chen, Yueh-Min Huang:
Applying sentiment analysis to automatically classify consumer comments concerning marketing 4Cs aspects. 106755 - Yong Peng, Qingxi Li, Wanzeng Kong, Feiwei Qin, Jianhai Zhang, Andrzej Cichocki:
A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification. 106756 - Xudong Du, Wei Li, Sumei Ruan, Li Li:
CUS-heterogeneous ensemble-based financial distress prediction for imbalanced dataset with ensemble feature selection. 106758 - Manisha Saini, Seba Susan:
Deep transfer with minority data augmentation for imbalanced breast cancer dataset. 106759 - Valdivino Alexandre de Santiago Júnior, Ender Özcan, Vinicius Renan de Carvalho:
Hyper-Heuristics based on Reinforcement Learning, Balanced Heuristic Selection and Group Decision Acceptance. 106760 - Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hossam Faris:
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems. 106761 - P. Kiran, K. R. M. Vijaya Chandrakala:
New interactive agent based reinforcement learning approach towards smart generator bidding in electricity market with micro grid integration. 106762 - Ning Wang, Marek Z. Reformat, Wen Yao, Yong Zhao, Xiaoqian Chen:
Fuzzy Linear regression based on approximate Bayesian computation. 106763 - Weitong Zhang, Ronghua Shang, Licheng Jiao:
Complex network graph embedding method based on shortest path and MOEA/D for community detection. 106764 - Xi Liu, Bo Zhao, Derong Liu:
Fault tolerant tracking control for nonlinear systems with actuator failures through particle swarm optimization-based adaptive dynamic programming. 106766 - Hei-Chia Wang, Wei-Ching Hsiao, Sheng-Han Chang:
Automatic paper writing based on a RNN and the TextRank algorithm. 106767 - Jesús Serrano-Guerrero, José A. Olivas, Francisco P. Romero:
A T1OWA and aspect-based model for customizing recommendations on eCommerce. 106768 - Ying Ma, Guoqiang Zhong, Wen Liu, Jinxuan Sun, Kaizhu Huang:
Neural CAPTCHA networks. 106769 - Ravneet Kaur, Sarbjeet Singh, Harish Kumar:
TB-CoAuth: Text based continuous authentication for detecting compromised accounts in social networks. 106770 - Gabriel Machado Lunardi, Guilherme Medeiros Machado, Vinícius Maran, José Palazzo M. de Oliveira:
A metric for Filter Bubble measurement in recommender algorithms considering the news domain. 106771 - Gang Sun, Yu Li, Hongfang Yu, Victor Chang:
Attention distribution guided information transfer networks for recommendation in practice. 106772 - Wenjie Zhu, Yishu Peng:
Elastic net regularized kernel non-negative matrix factorization algorithm for clustering guided image representation. 106774 - Yuxiang Kuang, Qun Wu, Ying Wang, Nilanjan Dey, Fuqian Shi, Rubén González Crespo, R. Simon Sherratt:
Simplified inverse filter tracked affective acoustic signals classification incorporating deep convolutional neural networks. 106775 - Junfei Qiao, Xin Guo, Wen-Jing Li:
An online self-organizing modular neural network for nonlinear system modeling. 106777 - Juan Ramón Rico-Juan, Jose J. Valero-Mas, José M. Iñesta:
Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition. 106778 - Rosario Catelli, Francesco Gargiulo, Valentina Casola, Giuseppe De Pietro, Hamido Fujita, Massimo Esposito:
Crosslingual named entity recognition for clinical de-identification applied to a COVID-19 Italian data set. 106779 - Jiaang Duan, Jianfeng Lu, Wenchao Jiang, Shasha Yang:
Incentivizing fairness-aware task allocation in mobile crowdsensing with sweep coverage and stability control. 106781 - Hongyang Yan, Mengqi Chen, Li Hu, Chunfu Jia:
Secure video retrieval using image query on an untrusted cloud. 106782 - Wei Tang, Yu-Jun Liu, Yu-Ling Chen, Yi-Xian Yang, Xinxin Niu:
SLBRS: Network Virus Propagation Model based on Safety Entropy. 106784 - Saumya Bansal, Niyati Baliyan:
Bi-MARS: A Bi-clustering based Memetic Algorithm for Recommender Systems. 106785 - Moschos Papananias, Thomas E. McLeay, Olusayo Obajemu, Mahdi Mahfouf, Visakan Kadirkamanathan:
Inspection by exception: A new machine learning-based approach for multistage manufacturing. 106787 - Sunday Oyinlola Ogundoyin, Ismaila Adeniyi Kamil:
A Fuzzy-AHP based prioritization of trust criteria in fog computing services. 106789 - Chen-Xin Wu, Min-Hui Liao, Mumtaz Karatas, Sheng-Yong Chen, Yu-Jun Zheng:
Real-time neural network scheduling of emergency medical mask production during COVID-19. 106790 - Ihtesham Jadoon, Ashfaq Ahmed, Ata ur Rehman, Muhammad Shoaib, Muhammad Asif Zahoor Raja:
Integrated meta-heuristics finite difference method for the dynamics of nonlinear unipolar electrohydrodynamic pump flow model. 106791 - Nezir Aydin, Gökhan Yurdakul:
Assessing countries' performances against COVID-19 via WSIDEA and machine learning algorithms. 106792 - Óscar Gómez, Óscar Ibáñez, Andrea Valsecchi, Enrique Bermejo Nievas, Daniel Molina, Oscar Cordón:
Performance analysis of real-coded evolutionary algorithms under a computationally expensive optimization scenario: 3D-2D Comparative Radiography. 106793 - Abderraouf Maoudj, Abdelfetah Hentout:
Optimal path planning approach based on Q-learning algorithm for mobile robots. 106796 - Hongwei Ge, Mingde Zhao, Yaqing Hou, Kai Zhang, Liang Sun, Guozhen Tan, Qiang Zhang, C. L. Philip Chen:
Bi-space Interactive Cooperative Coevolutionary algorithm for large scale black-box optimization. 106798 - Saban Öztürk, Rehan Ahmad, Nadeem Akhtar:
Variants of Artificial Bee Colony algorithm and its applications in medical image processing. 106799 - Shouvik Chakraborty, Kalyani Mali:
Fuzzy Electromagnetism Optimization (FEMO) and its application in biomedical image segmentation. 106800 - Raj Anwit, Abhinav Tomar, Prasanta K. Jana:
Tour planning for multiple mobile sinks in wireless sensor networks: A shark smell optimization approach. 106802 - Ghazal Bargshady, Xujuan Zhou, Ravinesh C. Deo, Jeffrey Soar, Frank Whittaker, Hua Wang:
The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space. 106805 - Haibo Yu, Li Kang, Ying Tan, Chaoli Sun, Jianchao Zeng:
Truncation-learning-driven surrogate assisted social learning particle swarm optimization for computationally expensive problem. 106812 - Jongsung Kim, Ken Choi, Damien Sauveron:
Special Issue on Soft Computing for Network and System Security of Internet of Everything. 106821
Volume 97, Number Part B, December 2020
- Seyed Jalaleddin Mousavirad, Hossein Ebrahimpour-Komleh:
Human mental search-based multilevel thresholding for image segmentation. 105427 - Junseok Kwon:
Particle swarm optimization-Markov Chain Monte Carlo for accurate visual tracking with adaptive template update. 105443 - Mohamed Abd El Aziz, Yasmine S. Moemen, Aboul Ella Hassanien, Shengwu Xiong:
Toxicity risks evaluation of unknown FDA biotransformed drugs based on a multi-objective feature selection approach. 105509 - Nasser R. Sabar, Ayad Turky, Andy Song, Abdul Sattar:
An evolutionary hyper-heuristic to optimise deep belief networks for image reconstruction. 105510 - Rehab Ali Ibrahim, Mohamed Abd El Aziz, Diego Oliva, Songfeng Lu:
An improved runner-root algorithm for solving feature selection problems based on rough sets and neighborhood rough sets. 105517 - Anshu Zhang, Wenzhong Shi:
Mining significant fuzzy association rules with differential evolution algorithm. 105518 - Jyoti Singh Kirar, R. K. Agrawal:
A combination of spectral graph theory and quantum genetic algorithm to find relevant set of electrodes for motor imagery classification. 105519 - Pankaj Upadhyay, Jitender Kumar Chhabra:
Kapur's entropy based optimal multilevel image segmentation using Crow Search Algorithm. 105522 - Arvinder Kaur, Saibal Kumar Pal, Amrit Pal Singh:
Hybridization of Chaos and Flower Pollination Algorithm over K-Means for data clustering. 105523 - Dalwinder Singh, Birmohan Singh:
Investigating the impact of data normalization on classification performance. 105524 - Wilfrido Gómez-Flores, Juanita Hernández-López:
Automatic adjustment of the pulse-coupled neural network hyperparameters based on differential evolution and cluster validity index for image segmentation. 105547 - Leandro Aparecido Passos, João Paulo Papa:
A metaheuristic-driven approach to fine-tune Deep Boltzmann Machines. 105717
- Wei-Li Liu, Yue-Jiao Gong, Wei-Neng Chen, Jun Zhang:
EvoTSC: An evolutionary computation-based traffic signal controller for large-scale urban transportation networks. 106640
- Stefano Cagnoni, Harith Al-Sahaf, Yanan Sun, Bing Xue, Mengjie Zhang:
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition. 106675
- Gaurav Mishra, Sraban Kumar Mohanty:
Efficient construction of an approximate similarity graph for minimum spanning tree based clustering. 106676 - Tiantian Dou, Yuri Kaszubowski Lopes, Peter I. Rockett, Elizabeth A. Hathway, Esmail M. Saber:
Model predictive control of non-domestic heating using genetic programming dynamic models. 106695 - Manh Duong Phung, Quang Phuc Ha:
Motion-encoded particle swarm optimization for moving target search using UAVs. 106705 - Vincent F. Yu, Winarno, Shih-Wei Lin, Aldy Gunawan:
Design of a two-echelon freight distribution system in an urban area considering third-party logistics and loading-unloading zones. 106707 - S. Balasundaram, Subhash Chandra Prasad:
On pairing Huber support vector regression. 106708 - Luis Omar Ávila, Mariano De Paula, Maximiliano Trimboli, Ignacio Carlucho:
Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids. 106711
- Mattia Antonini, Andrea Gaiardo, Massimo Vecchio:
MetaNChemo: A meta-heuristic neural-based framework for chemometric analysis. 106712 - Leiyue Yao, Wei Yang, Wei Huang:
A data augmentation method for human action recognition using dense joint motion images. 106713
- Mohammad Aslani, Stefan Seipel:
A fast instance selection method for support vector machines in building extraction. 106716 - Mohiul Islam, Nawwaf N. Kharma, Peter Grogono:
Mutation operators for Genetic Programming using Monte Carlo Tree Search. 106717 - Saeed Pirmoradi, Mohammad Teshnehlab, Nosratollah Zarghami, Arash Sharifi:
A Self-organizing Deep Auto-Encoder approach for Classification of Complex Diseases using SNP Genomics Data. 106718 - Kamran Forghani, S. M. T. Fatemi Ghomi:
Joint cell formation, cell scheduling, and group layout problem in virtual and classical cellular manufacturing systems. 106719 - Ahamed Fayeez Tuani, Edward C. Keedwell, Matthew Collett:
Heterogenous Adaptive Ant Colony Optimization with 3-opt local search for the Travelling Salesman Problem. 106720 - Camila Díaz Cifuentes, María Cristina Riff:
G-CREM: A GRASP approach to solve the container relocation problem for multibays. 106721 - Chao-Lung Yang, Hendri Sutrisno:
A clustering-based symbiotic organisms search algorithm for high-dimensional optimization problems. 106722 - Akira Notsu, Koji Yasuda, Seiki Ubukata, Katsuhiro Honda:
Online state space generation by a growing self-organizing map and differential learning for reinforcement learning. 106723 - Syed Fawad Hussain, Adeel Pervez, Masroor Hussain:
Co-clustering optimization using Artificial Bee Colony (ABC) algorithm. 106725 - Jongsu Lee, Byeonghui Park, Changwoo Lee:
Fault diagnosis based on the quantification of the fault features in a rotary machine. 106726
- Kelton A. P. da Costa, João P. Papa, Leandro A. Passos, Danilo Colombo, Javier Del Ser, Khan Muhammad, Victor Hugo C. de Albuquerque:
A critical literature survey and prospects on tampering and anomaly detection in image data. 106727
- Xiaoyan Chen, Yilin Sun, Qiuju Zhang, Fei Liu:
Two-stage grasp strategy combining CNN-based classification and adaptive detection on a flexible hand. 106729 - Guangyin Jin, Qi Wang, Cunchao Zhu, Yanghe Feng, Jincai Huang, Xingchen Hu:
Urban Fire Situation Forecasting: Deep sequence learning with spatio-temporal dynamics. 106730 - Aleena Ahmad, Usman Qamar, Muhammad Summair Raza:
An optimized method to calculate approximations in Dominance based Rough Set Approach. 106731 - Zhili Long, Xiaobing Zhang, Cong Li, Jin Niu, Xiaojun Wu, Zuohua Li:
Segmentation and classification of knee joint ultrasonic image via deep learning. 106765 - Xiaoyu He, Yuren Zhou, Zefeng Chen, Siyu Jiang:
An evolutionary approach to black-box optimization on matrix manifolds. 106773 - Salman Ahmed, Saeed-Ul Hassan, Naif Radi Aljohani, Raheel Nawaz:
FLF-LSTM: A novel prediction system using Forex Loss Function. 106780
- Xu Gou, Linbo Qing, Yi Wang, Mulin Xin, Xianmin Wang:
Re-training and parameter sharing with the Hash trick for compressing convolutional neural networks. 106783
- Guoyu Zuo, Qishen Zhao, Kexin Chen, Jiangeng Li, Daoxiong Gong:
Off-policy adversarial imitation learning for robotic tasks with low-quality demonstrations. 106795 - Maryam Mousavi, Hassan Khotanlou, Azuraliza Abu Bakar, Mohammadmahdi Vakilian:
Varying density method for data stream clustering. 106797 - Sivagami Ramadass, Raghunathan Krishankumar, Kattur Soundarapandian Ravichandran, Huchang Liao, Samarjit Kar, Enrique Herrera-Viedma:
Evaluation of cloud vendors from probabilistic linguistic information with unknown/partial weight values. 106801
- Xiangling Fu, Tianxiong Ouyang, Zaoli Yang, Shaohui Liu:
A product ranking method combining the features-opinion pairs mining and interval-valued Pythagorean fuzzy sets. 106803
- Songnan Chen, Mengxia Tang, Jiangming Kan:
Monocular image depth prediction without depth sensors: An unsupervised learning method. 106804 - Di Wang, Ping Wang, Cong Wang, Shuo Zhuang, Jun-Zhi Shi:
A conformal prediction inspired approach for distribution regression with random Fourier features. 106807 - Noorul Wahab, Asifullah Khan:
Multifaceted fused-CNN based scoring of breast cancer whole-slide histopathology images. 106808 - Ying Nie, Ping Jiang, Haipeng Zhang:
A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting. 106809 - Mesut Togaçar, Burhan Ergen, Zafer Cömert:
Classification of white blood cells using deep features obtained from Convolutional Neural Network models based on the combination of feature selection methods. 106810 - Dawid Polap:
An adaptive genetic algorithm as a supporting mechanism for microscopy image analysis in a cascade of convolution neural networks. 106824 - Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo César Pedrosa Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães:
Forecasting in non-stationary environments with fuzzy time series. 106825 - Jianbin Ma, Xiaoying Gao:
Designing genetic programming classifiers with feature selection and feature construction. 106826 - Xiaogang Hou, Haiying Zhao, Yan Ma, Wei Zhou:
Adaptive segmentation of traditional cultural pattern based on superpixel Log-Euclidean Gaussian metric. 106828 - Zhibo Yang, Jun-Peng Zhang, Zhibin Zhao, Zhi Zhai, Xuefeng Chen:
Interpreting network knowledge with attention mechanism for bearing fault diagnosis. 106829 - Xiaochun Xu, Yibing Li, Q. M. Jonathan Wu:
A completed local shrinkage pattern for texture classification. 106830 - Chun Bai, Hoang Nguyen, Panagiotis G. Asteris, Trung Nguyen-Thoi, Jian Zhou:
A refreshing view of soft computing models for predicting the deflection of reinforced concrete beams. 106831 - Junyou Shi, Yi Deng, Zili Wang, Xuhao Guo:
An adaptive new state recognition method based on density peak clustering and voting probabilistic neural network. 106835 - Min Zhang, Zhiping Zhou:
Structural Deep Nonnegative Matrix Factorization for community detection. 106846
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