Ausgabe Sonderheft 2/2023
Inhalt (34 Artikel)
ESOA-HGRU: egret swarm optimization algorithm-based hybrid gated recurrent unit for classification of diabetic retinopathy
Abrar M. Alajlan, Abdul Razaque
Robust stability of dynamical neural networks with multiple time delays: a review and new results
Ezgi Aktas, Ozlem Faydasicok, Sabri Arik
Secure trust aware multi-objective routing protocol based on battle competitive swarm optimization in IoT
N. V. Rajeesh Kumar, N. Jaya Lakshmi, Balasubbareddy Mallala, Vaishali Jadhav
Machine and deep learning for longitudinal biomedical data: a review of methods and applications
Anna Cascarano, Jordi Mur-Petit, Jerónimo Hernández-González, Marina Camacho, Nina de Toro Eadie, Polyxeni Gkontra, Marc Chadeau-Hyam, Jordi Vitrià, Karim Lekadir
A systematic review of federated learning from clients’ perspective: challenges and solutions
Yashothara Shanmugarasa, Hye-young Paik, Salil S. Kanhere, Liming Zhu
A survey on computational metaphor processing techniques: from identification, interpretation, generation to application
Mengshi Ge, Rui Mao, Erik Cambria
Deep neural network pruning method based on sensitive layers and reinforcement learning
Wenchuan Yang, Haoran Yu, Baojiang Cui, Runqi Sui, Tianyu Gu
Crayfish optimization algorithm
Heming Jia, Honghua Rao, Changsheng Wen, Seyedali Mirjalili
RNN-AFOX: adaptive FOX-inspired-based technique for automated tuning of recurrent neural network hyper-parameters
Hosam ALRahhal, Razan Jamous
A systematic literature review on AutoML for multi-target learning tasks
Aline Marques Del Valle, Rafael Gomes Mantovani, Ricardo Cerri
Computational deep air quality prediction techniques: a systematic review
Manjit Kaur, Dilbag Singh, Mohamed Yaseen Jabarulla, Vijay Kumar, Jusung Kang, Heung-No Lee
Conditional autoregressive-tunicate swarm algorithm based generative adversarial network for violent crowd behavior recognition
Juginder Pal Singh, Manoj Kumar
Multi-knowledge resources-based semantic similarity models with application for movie recommender system
Guangjian Huang, Xingtu Zhu, Shahbaz Hassan Wasti, Yuncheng Jiang
Detection and classification of sugarcane billet damage using Aquila Sailfish Optimizer based deep learning
S. Nagapavithra, S. Umamaheswari
Optimization Driven Spike Deep Belief Neural Network classifier: a deep-learning based Multichannel Spike Sorting Neural Signal Processor (NSP) module for high-channel-count Brain Machine Interfaces (BMIs)
Vanga Karunakar Reddy, Sunil Babu Melingi, Ch. V. M. S. N. Pavan Kumar, K. Ashok Kumar, Ramesh Kumar Mojjada
A picture fuzzy evaluation framework based on a novel approach incorporating bidirectional projection measures and the VIKOR method
Juan Juan Peng, Xin Ge Chen, Qing Qi Long, Shu Zhu Zhang
Attention-based graph neural networks: a survey
Chengcheng Sun, Chenhao Li, Xiang Lin, Tianji Zheng, Fanrong Meng, Xiaobin Rui, Zhixiao Wang
Regret-based domination and prospect-based scoring in three-way decision making using q-rung orthopair fuzzy Mahalanobis distance
Arijit Mondal, Sankar Kumar Roy, Muhammet Deveci
A systematic review for class-imbalance in semi-supervised learning
Willian Dihanster Gomes de Oliveira, Lilian Berton
SCL-SKG: software knowledge extraction with span-level contrastive learning
Mingjing Tang, Shu Zhang, Ming Zheng, Zifei Ma, Wei Gao
Enhanced golden jackal optimizer-based shape optimization of complex CSGC-Ball surfaces
Gang Hu, Liuxin Chen, Guo Wei
From task to evaluation: an automatic text summarization review
Lingfeng Lu, Yang Liu, Weiqiang Xu, Huakang Li, Guozi Sun
A survey of deep learning techniques for machine reading comprehension
Samreen Kazi, Shakeel Khoja, Ali Daud
An incremental approach to hierarchical feature selection by applying fuzzy rough set technique
Yanhong She, Jinlan Wu, Xiaoli He
Soft computing techniques for biomedical data analysis: open issues and challenges
Essam H. Houssein, Mosa E. Hosney, Marwa M. Emam, Eman M. G. Younis, Abdelmgeid A. Ali, Waleed M. Mohamed
Artificial glial cells in artificial neuronal networks: a systematic review
Sara Alvarez-Gonzalez, Francisco Cedron, Alejandro Pazos, Ana B. Porto-Pazos
Reliability intelligence analysis of concrete arch bridge based on Kriging model and PSOSA hybrid algorithm
Dengguo Li, Zhouling Ye, Pengzhen Lu, Ying Wu, Liu Yang, Jiahao Wang
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
Peng Jiang, Xuekong Li, Hui Shen, Yuqi Chen, Lang Wang, Hua Chen, Jing Feng, Juan Liu
H1DBi-R Net: Hybrid 1D Bidirectional RNN for Efficient Diabetic Retinopathy Detection and Classification
Sujatha Krishnamoorthy, Yu Weifeng, Jingling Luo, Seifedine Kardy
Application of deep learning in laser-induced breakdown spectroscopy: a review
Chu Zhang, Lei Zhou, Fei Liu, Jing Huang, Jiyu Peng
A practical utility-based but objective approach to model selection for regression in scientific applications
Andrea Murari, Riccardo Rossi, Luca Spolladore, Michele Lungaroni, Pasquale Gaudio, Michela Gelfusa
A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate
Mustafa Abed, Monzur Alam Imteaz, Ali Najah Ahmed
Artificial intelligence-assisted water quality index determination for healthcare
Ankush Manocha, Sandeep Kumar Sood, Munish Bhatia