Issue 27/2023
Content (43 Articles)
Machine learning models for forecasting water demand for the Metropolitan Region of Salvador, Bahia
Edmilson dos Santos de Jesus, Gecynalda Soares da Silva Gomes
A systematic review of generative adversarial imputation network in missing data imputation
Yuqing Zhang, Runtong Zhang, Butian Zhao
Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems
Mohammed Elmahdi Khennour, Abdelhamid Bouchachia, Mohammed Lamine Kherfi, Khadra Bouanane
An intelligence parameter classification approach for energy storage and natural convection and heat transfer of nano-encapsulated phase change material: Deep neural networks
Mohammad Ghalambaz, Mohammad Edalatifar, Sara Moradi Maryamnegari, Mikhail Sheremet
TVA-GAN: attention guided generative adversarial network for thermal to visible image transformations
Nand Kumar Yadav, Satish Kumar Singh, Shiv Ram Dubey
Event-based singularity-free fixed-time fuzzy control for active suspension systems with displacement constraint
Tinghan Jia, Liang Cao, Pengchao Zhang, Yingnan Pan
Multi-agent air combat with two-stage graph-attention communication
Zhixiao Sun, Huahua Wu, Yandong Shi, Xiangchao Yu, Yifan Gao, Wenbin Pei, Zhen Yang, Haiyin Piao, Yaqing Hou
Fuzzy optimized V-detector algorithm on Apache Spark for class imbalance issue of intrusion detection in big data
Ahlam Kourid, Salim Chikhi, Diego Reforgiato Recupero
Expert demonstrations guide reward decomposition for multi-agent cooperation
Liu Weiwei, Jing Wei, Liu Shanqi, Ruan Yudi, Zhang Kexin, Yang Jiang, Liu Yong
Learning to colorize near-infrared images with limited data
Yu Liu, Zhe Guo, Haojie Guo, Huaxin Xiao
Recognizing factors effecting the use of mobile banking apps through sentiment and thematic analysis on user reviews
Toqeer Mahmood, Saba Naseem, Rehan Ashraf, Muhammad Asif, Muhammad Umair, Mohsin Shah
A novel optimal controller using mayfly optimization algorithm for automatic voltage regulator system
Bora Çavdar, Erdinç Şahin, Ömür Akyazı, Fatih Mehmet Nuroğlu
New conditional generative adversarial capsule network for imbalanced classification of human sperm head images
Hamed Jabbari, Nooshin Bigdeli
Multi-dimensional, multi-functional and multi-level attention in YOLO for underwater object detection
Xin Shen, Xudong Sun, Huibing Wang, Xianping Fu
A novel hybrid PSO- and GS-based hyperparameter optimization algorithm for support vector regression
Mustafa Açıkkar, Yunus Altunkol
MFGCN: an efficient graph convolutional network based on multi-order feature information for human skeleton action recognition
Yongfeng Qi, Jinlin Hu, Xiang Han, Liang Hu, Zongtao Zhao
Adaptive probabilistic neural network based on hybrid PSO–ALO for predicting wind speed in different regions
T. Vinothkumar, S. N. Deepa, F. Vijay Amirtha Raj
An enhanced binary artificial rabbits optimization for feature selection in medical diagnosis
Mohammed A. Awadallah, Malik Shehadeh Braik, Mohammed Azmi Al-Betar, Iyad Abu Doush
Learning a data-efficient model for a single agent in homogeneous multi-agent systems
Anton Gurevich, Eran Bamani, Avishai Sintov
Fuzzy-based bee algorithm for machine learning and pattern recognition of computational data of nanofluid heat transfer
Aliasghar Azma, Iman Behroyan, Meisam Babanezhad, Yakun Liu
BoW-based neural networks vs. cutting-edge models for single-label text classification
Hassan I. Abdalla, Ali A. Amer, Sri Devi Ravana
Multi-camera person re-identification using spatiotemporal context modeling
Fatima Zulfiqar, Usama Ijaz Bajwa, Rana Hammad Raza
Importance attribution in neural networks by means of persistence landscapes of time series
Aina Ferrà, Carles Casacuberta, Oriol Pujol
Event-triggered observer-based T-S fuzzy dynamic positioning fault-tolerant control for unmanned surface vehicle
Haibin Sun, Jierong Shi, Linlin Hou
Multi-scale network with shared cross-attention for audio–visual correlation learning
Jiwei Zhang, Yi Yu, Suhua Tang, Wei Li, Jianming Wu
Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation
Lian Xu, Mohammed Bennamoun, Farid Boussaid, Wanli Ouyang, Dan Xu
Degramnet: effective audio analysis based on a fully learnable time–frequency representation
Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
Deep reinforcement learning of passenger behavior in multimodal journey planning with proportional fairness
Kai-Fung Chu, Weisi Guo
Event-based delayed impulsive control for fractional-order dynamic systems with application to synchronization of fractional-order neural networks
Bibo Zheng, Zhanshan Wang
Multi-graph embedding for partial label learning
Hongyan Li, Chi Man Vong, Zhonglin Wan
Bio-inspired machine learning: programmed death and replication
Andrey Grabovsky, Vitaly Vanchurin
T2RFIS: type-2 regression-based fuzzy inference system
Krzysztof Wiktorowicz
A novel methodology for malicious traffic detection in smart devices using BI-LSTM–CNN-dependent deep learning methodology
T. Anitha, S. Aanjankumar, S. Poonkuntran, Anand Nayyar
All-in-one picture: visual summary of items in a recommender system
Pablo Pérez-Núñez, Jorge Díez, Beatriz Remeseiro, Oscar Luaces, Antonio Bahamonde
Multi-stage Deep Convolutional Neural Network for Histopathological Analysis of Osteosarcoma
A. Jayachandran, S. Ganesh, S. Ratheesh Kumar
Novel neural adaptive terminal sliding mode control for TCP network systems with arbitrary convergence time
Xuelei Qi, Chen Li, Bao Chen, Wei Ni, Hongjun Ma
A reinforcement learning-based approach for online optimal control of self-adaptive real-time systems
Bakhta Haouari, Rania Mzid, Olfa Mosbahi
Solving a many-objective PFSP with reinforcement cumulative prospect theory in low-volume PCB manufacturing
Chen Ding, Fei Qiao, GuangYu Zhu
Adaptive practical predefined-time neural tracking control for multi-joint uncertain robotic manipulators with input saturation
Huayang Sai, Zhenbang Xu, Enyang Zhang
Correction to: Multi-level context-driven interaction modeling for human future trajectory prediction
Zhiquan He, Hao Sun, Wenming Cao, Henry Z. He
Correction to: A Limited-size ensemble of homogeneous CNN/LSTMS for high-performance word classification
Mahya Ameryan, Lambert Schomaker