Issue 11/2023
Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (pp. 7909-8050) / Regular papers (pp. 8051-8634)
Content (43 Articles)
Special issue on towards advancements in machine learning for exploiting large-scale and heterogeneous repositories
Sajid Anwar, Álvaro Rocha
Emo-mirror: a proposal to support emotion recognition in children with autism spectrum disorders
Rodolfo Pavez, Jaime Diaz, Jeferson Arango-Lopez, Danay Ahumada, Carolina Mendez-Sandoval, Fernando Moreira
Neural correlates of affective content: application to perceptual tagging of video
Shanu Sharma, Ashwani Kumar Dubey, Priya Ranjan, Alvaro Rocha
Multi-objective flower pollination algorithm: a new technique for EEG signal denoising
Zaid Abdi Alkareem Alyasseri, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Xin-She Yang, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Seifedine Kadry, Imran Razzak
Transfer learning for histopathology images: an empirical study
Tayyab Aitazaz, Abdullah Tubaishat, Feras Al-Obeidat, Babar Shah, Tehseen Zia, Ali Tariq
Discriminator-based adversarial networks for knowledge graph completion
Abdallah Tubaishat, Tehseen Zia, Rehana Faiz, Feras Al Obediat, Babar shah, David Windridge
A comparative study of fourteen deep learning networks for multi skin lesion classification (MSLC) on unbalanced data
Ginni Arora, Ashwani Kumar Dubey, Zainul Abdin Jaffery, Alvaro Rocha
DeepClassRooms: a deep learning based digital twin framework for on-campus class rooms
Saad Razzaq, Babar Shah, Farkhund Iqbal, Muhammad Ilyas, Fahad Maqbool, Alvaro Rocha
Counterfactual explanation of Bayesian model uncertainty
Gohar Ali, Feras Al-Obeidat, Abdallah Tubaishat, Tehseen Zia, Muhammad Ilyas, Alvaro Rocha
MDVA-GAN: multi-domain visual attribution generative adversarial networks
Muhammad Nawaz, Feras Al-Obeidat, Abdallah Tubaishat, Tehseen Zia, Fahad Maqbool, Alvaro Rocha
SAdaBoundNc: an adaptive subgradient online learning algorithm with logarithmic regret bounds
Lin Wang, Xin Wang, Tao Li, Ruijuan Zheng, Junlong Zhu, Mingchuan Zhang
An efficient Sheep Flock Optimization-based hybrid deep RaNN for secure and enhanced video transmission quality
R. B. Benisha
Identification and spatio-temporal analysis of earthquake clusters using SOM–DBSCAN model
Ashish Sharma, Rahul Kumar Vijay, Satyasai Jagannath Nanda
Privacy masking distributed saddle-point algorithm for dynamic economic dispatch
Kaihui Xu, Jueyou Li, Guo Chen
Siamese transformer network-based similarity metric learning for cross-source remote sensing image retrieval
Chun Ding, Meimin Wang, Zhili Zhou, Teng Huang, Xiaoliang Wang, Jin Li
Real-time automated detection of older adults' hand gestures in home and clinical settings
Guan Huang, Son N. Tran, Quan Bai, Jane Alty
Adaptive fuzzy command filtered control for incommensurate fractional-order MIMO nonlinear systems with input saturation
Senkui Lu, Xiang Li, Ke Lu, Zhengzhong Wang, Yujie Ma
Prediction of underground metro train-induced ground vibration using hybrid PSO-ANN approach
Naveen Kumar Kedia, Anil Kumar, Yogendra Singh
A multi-objective genetic algorithm for the hot mix asphalt problem
Mustafa Altiok, Erdinç Halis Alakara, Mesut Gündüz, Melih Naci Ağaoğlu
CDZoom: a human-like sequential zoom agent for efficient change detection in large scenes
Yijun Lin, Fengge Wu, Junsuo Zhao
Facial mask attention network for identity-aware face super-resolution
Zhengzheng Sun, Lianfang Tian, Qiliang Du, Jameel A. Bhutto, Zhaolin Wang
Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images
J. Arun Prakash, Vinayakumar Ravi, V. Sowmya, K. P. Soman
From depth-aware haze generation to real-world haze removal
Jiyou Chen, Gaobo Yang, Ming Xia, Dengyong Zhang
Lightweight deep learning methods for panoramic dental X-ray image segmentation
Songyue Lin, Xuejiang Hao, Yan Liu, Dong Yan, Jianwei Liu, Mingjun Zhong
Optimizing the distributed generators integration in electrical distribution networks: efficient modified forensic-based investigation
Mohamed A. Tolba, Essam H. Houssein, Ayman A. Eisa, Fatma A. Hashim
RIECN: learning relation-based interactive embedding convolutional network for knowledge graph
Wei Wang, Xiaoxuan Shen, Huanyu Zhang, Zhifei Li, Baolin Yi
A novel automatic reading method of pointer meters based on deep learning
Junjiao Sun, Zhiqing Huang, Yanxin Zhang
MLMRS-Net: Electroencephalography (EEG) motion artifacts removal using a multi-layer multi-resolution spatially pooled 1D signal reconstruction network
Sakib Mahmud, Md Shafayet Hossain, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz
Automated steel surface defect detection and classification using a new deep learning-based approach
Kursat Demir, Mustafa Ay, Mehmet Cavas, Fatih Demir
Machine intelligence-driven classification of cancer patients-derived extracellular vesicles using fluorescence correlation spectroscopy: results from a pilot study
Abicumaran Uthamacumaran, Mohamed Abdouh, Kinshuk Sengupta, Zu-hua Gao, Stefano Forte, Thupten Tsering, Julia V. Burnier, Goffredo Arena
Novel transfer learning schemes based on Siamese networks and synthetic data
Philip Kenneweg, Dominik Stallmann, Barbara Hammer
Underwater bubble plumes multi-scale morphological feature extraction and state recognition method
Xue Yang, Wei Chen
Dummy trajectory generation scheme based on generative adversarial networks
Jingkang Yang, Xiaobo Yu, Weizhi Meng, Yining Liu
TINYCD: a (not so) deep learning model for change detection
Andrea Codegoni, Gabriele Lombardi, Alessandro Ferrari
Predictive model for shear strength estimation in reinforced concrete beams with recycled aggregates using Gaussian process regression
Fereydoon Omidinasab, Amirhosein Sahraei Moghadam, Mohammad Bagher Dowlatshahi
A residual network-based framework for COVID-19 detection from CXR images
Hareem Kibriya, Rashid Amin
A hybrid multiscale filter along with an improved adaptive SVR technique for fault diagnosis and machine learning modeling: forecasting the octane number of gasoline in isomerization reactor
Vahid Abdolkarimi, Ataallah Sari, Saeid Shokri
A self-training automatic infant-cry detector
Gianpaolo Coro, Serena Bardelli, Armando Cuttano, Rosa T. Scaramuzzo, Massimiliano Ciantelli
Federated learning for interpretable short-term residential load forecasting in edge computing network
Chongchong Xu, Guo Chen, Chaojie Li
Finite-time average consensus of directed second-order multi-agent systems with Markovian switching topology and impulsive disturbance
Yuan Tian, Huaqing Li, Qi Han
Pixel attention convolutional network for image super-resolution
Xin Wang, Shufen Zhang, Yuanyuan Lin, Yanxia Lyu, Jiale Zhang
Robust semi-supervised discriminant embedding method with soft label in kernel space
Pei Peng, Yong-Ping Zhao
AI-based solar energy forecasting for smart grid integration
Yahia Said, Abdulaziz Alanazi