Volume 197, July 2022
State-of-health estimation of Li-ion batteries in the early phases of qualification tests: An interpretable machine learning approach.

Gyumin Lee Juram Kim Changyong Lee

Remote sensing image super-resolution and object detection: Benchmark and state of the art.

Yi Wang Syed Muhammad Arsalan Bashir Mahrukh Khan Qudrat Ullah Rui Wang Yilin Song Zhe Guo Yilong Niu

UAV-aided bridge inspection protocol through machine learning with improved visibility images.

Euiseok Jeong Junwon Seo James P. Wacker

Generative adversarial network-based image-level optimal setpoint calculation for flotation reagents control.

Jin Zhang Zhaohui Tang Yongfang Xie Mingxi Ai Weihua Gui

A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors.

Sumbal Maqsood Shuxiang Xu Son N. Tran Saurabh Garg Matthew Springer Mohan Karunanithi Rami Mohawesh

Hybrid energy-efficient scheduling measures for flexible job-shop problem with variable machining speeds.

Zhenzhen Wei Wenzhu Liao Liuyang Zhang

Classification-based strategic weight manipulation in multiple attribute decision making.

Yating Liu Yao Li Zhen Zhang Yi Xu Yucheng Dong

Design Gaussian information granule based on the principle of justifiable granularity: A multi-dimensional perspective.

Degang Wang Hao Liu Witold Pedrycz Wenyan Song Hongxing Li

A high-applicability heterogeneous cloud data centers resource management algorithm based on trusted virtual machine migration.

Bin Liang Xiaoshe Dong Yufei Wang Xingjun Zhang

Exploring the specific capacity of different multi criteria decision making approaches under uncertainty using data from financial markets.

Mahmut Baydas Orhan Emre Elma Dragan Pamucar

Automatic labeling of river restoration project documents based on project objectives and restoration methods.

Ling Chen Yuhong Wang Shicong Mo

A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks.

Hüseyin Polat Muammer Türkoglu Onur Polat Abdulkadir Sengür

A new scheme of polar Fast Fourier Transform Code for iris recognition through symbolic modelling approach.

Vishwanath C. Kagawade Shanmukhappa A. Angadi

Gabor filter bank with deep autoencoder based face recognition system.

Rabah Hammouche Abdelouahab Attia Samir Akhrouf Zahid Akhtar

A novel algorithm for detection of COVID-19 by analysis of chest CT images using Hopfield neural network.

Saeed Sani Hossein Ebrahimzadeh Shermeh

Electric vehicle charging stations emplacement using genetic algorithms and agent-based simulation.

Jaume Jordán Javier Palanca Pasqual Martí Vicente Julián

A novel sparse representation based fusion approach for multi-focus images.

Dan Tang Qingyu Xiong Hongpeng Yin Zhiqin Zhu Yanxia Li

Trip end identification based on spatial-temporal clustering algorithm using smartphone positioning data.

Zhenxing Yao Fei Yang Yudong Guo Peter Jing Jin Yan Li

DBP-CNN: Deep learning-based prediction of DNA-binding proteins by coupling discrete cosine transform with two-dimensional convolutional neural network.

Omar Barukab Farman Ali Wajdi Alghamdi Yoosef Bassam Sher Afzal Khan

A proposed corporate distress and recovery prediction score based on financial and economic components.

Bruno Figlioli Fabiano Guasti Lima

GBO-kNN a new framework for enhancing the performance of ligand-based virtual screening for drug discovery.

Aya A. Mostafa Amr Alhossary Sameh A. Salem Amr E. Mohamed

Application of advanced tree search and proximal policy optimization on formula-E race strategy development.

Xuze Liu Abbas Fotouhi Daniel J. Auger

A robust convex optimization approach to design a hierarchical organ transplant network: A case study.

Samira Rouhani Saman Hassanzadeh Amin

RGB camera-based fallen person detection system embedded on a mobile platform.

Sergio Lafuente-Arroyo Pilar Martín-Martín Cristian Iglesias-Iglesias Saturnino Maldonado-Bascón Francisco Javier Acevedo-Rodríguez

Reinforcement learning-based saturated adaptive robust neural-network control of underactuated autonomous underwater vehicles.

Omid Elhaki Khoshnam Shojaei Parisa Mehrmohammadi

Adaptive cooperative fault-tolerance tracking control for multi-agent system with hybrid actuator faults and multiple unknown control directions.

Pu Zhang Huifeng Xue Shan Gao Xuan Zuo Jialong Zhang

Two extended versions of ranking vector approach to estimation performance ranking.

Hanlin Yin Yongxin Gao

A novel facial emotion recognition method for stress inference of facial nerve paralysis patients.

Cuiting Xu Chunchuan Yan Mingzhe Jiang Fayadh Alenezi Adi Alhudhaif Norah Alnaim Kemal Polat Wanqing Wu

A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks.

Italo Francyles Santos da Silva Aristófanes Corrêa Silva Anselmo Cardoso de Paiva Marcelo Gattass

Smart energy meter based on a long-range wide-area network for a stand-alone photovoltaic system.

Waheb A. Jabbar Sanmathy Annathurai Tajul Ariffin A. Rahim M. Fitri Mohd Fauzi

Efficient statistical estimation for a non-randomly distributed system with application to large-scale data neural network.

Kangning Wang Benle Zhang Xiaofei Sun Shaomin Li

A reliable deep representation learning to improve trust-aware recommendation systems.

Milad Ahmadian Mahmood Ahmadi Sajad Ahmadian

OBGAN: Minority oversampling near borderline with generative adversarial networks.

Wonkeun Jo Dongil Kim

Fractional order time-delay multivariable discrete grey model for short-term online public opinion prediction.

Shuli Yan Qi Su Zaiwu Gong Xiangyan Zeng

Collaborative multicenter vehicle routing problem with time windows and mixed deliveries and pickups.

Yong Wang Lingyu Ran Xiangyang Guan Jianxin Fan Yaoyao Sun Haizhong Wang

Preventing rumor spread with deep learning.

Daejin Choi Hyuncheol Oh Selin Chun Taekyoung Kwon Jinyoung Han

Linear Cost-sensitive Max-margin Embedded Feature Selection for SVM.

Khalid Y. Aram Sarah S. Lam Mohammad T. Khasawneh

Concurrent events risk assessment generic models with enhanced reliability using Fault tree analysis and expanded rotational fuzzy sets.

Nabeel Mahmood Tarunjit Singh Butalia Rongjun Qin Maram Manasrah

Genetic programming for automatic skin cancer image classification.

Qurrat Ul Ain Harith Al-Sahaf Bing Xue Mengjie Zhang

An external plagiarism detection system based on part-of-speech (POS) tag n-grams and word embedding.

Kadir C. Yalcin Ilyas Cicekli Gonenc Ercan

Why are some social-media contents more popular than others? Opinion and association rules mining applied to virality patterns discovery.

Estela Saquete Jose Zubcoff Yoan Gutiérrez Patricio Martínez-Barco Javi Fernández

Multi-class skin lesion classification using prism- and segmentation-based fractal signatures.

José Ariel Camacho-Gutiérrez Selene Solorza-Calderón Josué Álvarez-Borrego

Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions.

Nícollas Silva Heitor Werneck Thiago Silva Adriano C. M. Pereira Leonardo Rocha

LigMSANet: Lightweight multi-scale adaptive convolutional neural network for dense crowd counting.

Guoquan Jiang Rui Wu Zhanqiang Huo Cuijun Zhao Junwei Luo

Machine learning techniques and data for stock market forecasting: A literature review.

Mahinda Mailagaha Kumbure Christoph Lohrmann Pasi Luukka Jari Porras

Detection of temporality at discourse level on financial news by combining Natural Language Processing and Machine Learning.

Silvia García-Méndez Francisco De Arriba-Pérez Ana Barros-Vila Francisco J. González-Castaño

Bayesian Gaussian process factor analysis with copula for count data.

Gregor Pirs Erik Strumbelj

A Multi-view Kernel Clustering framework for Categorical sequences.

Kunpeng Xu Lifei Chen Shengrui Wang

Masking for better discovery: Weakly supervised complementary body regions mining for person re-identification.

Mahmoud Ghorbel Sourour Ammar Yousri Kessentini Mohamed Jmaiel

Evolutionary inspired approach for mental stress detection using EEG signal.

Lakhan Dev Sharma Vijay Kumar Bohat Maria Habib Ala' M. Al-Zoubi Hossam Faris Ibrahim Aljarah

Non-linear Activated Beetle Antennae Search: A novel technique for non-convex tax-aware portfolio optimization problem.

Ameer Tamoor Khan Xinwei Cao Ivona Brajevic Predrag S. Stanimirovic Vasilios N. Katsikis Shuai Li

A ranking-based fuzzy adaptive hybrid crow search algorithm for combined heat and power economic dispatch.

Murugan Ramachandran Seyedali Mirjalili Mohan Malli Ramalingam Christober Asir Rajan Charles Gnanakkan Deiva Sundari Parvathysankar Arunachalam Sundaram

Clustering and compatibility-based approach for large-scale group decision making with hesitant fuzzy linguistic preference relations: An application in e-waste recycling.

Chengli Zheng Yuanyuan Zhou Ligang Zhou Huayou Chen