Volume 35, Issue 11

Search all Neural Computing and Applications articles

April 2023

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (pp. 7909-8050) / Regular papers (pp. 8051-8634)

Issue Editors:

Sajid Anwar,
Alvaro Rocha

43 articles in this issue

Special issue on towards advancements in machine learning for exploiting large-scale and heterogeneous repositories
Sajid Anwar
Álvaro Rocha
Editorial 28 January 2023 Pages: 7909 - 7911
Part of 1 collection:

S.I. : WorldCIST'20
Emo-mirror: a proposal to support emotion recognition in children with autism spectrum disorders
Rodolfo Pavez
Jaime Diaz
Fernando Moreira
S.I.: TAM-LHR 08 October 2021 Pages: 7913 - 7924
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
Neural correlates of affective content: application to perceptual tagging of video
Shanu Sharma
Ashwani Kumar Dubey
Alvaro Rocha
S.I. : TAM-LHR 11 October 2021 Pages: 7925 - 7941
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
Multi-objective flower pollination algorithm: a new technique for EEG signal denoising
Zaid Abdi Alkareem Alyasseri
Ahamad Tajudin Khader
Imran Razzak
S.I.: TAM-LHR 11 January 2022 Pages: 7943 - 7962
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
Transfer learning for histopathology images: an empirical study
Tayyab Aitazaz
Abdullah Tubaishat
Ali Tariq
S.I.: TAM-LHR 05 July 2022 Pages: 7963 - 7974
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
Discriminator-based adversarial networks for knowledge graph completion
Abdallah Tubaishat
Tehseen Zia
David Windridge
S.I.: TAM-LHR 10 August 2022 Pages: 7975 - 7987
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
A comparative study of fourteen deep learning networks for multi skin lesion classification (MSLC) on unbalanced data
Ginni Arora
Ashwani Kumar Dubey
Alvaro Rocha
S.I. : TAM-LHR 25 January 2022 Pages: 7989 - 8015
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
DeepClassRooms: a deep learning based digital twin framework for on-campus class rooms
Saad Razzaq
Babar Shah
Alvaro Rocha
S.I. : TAM-LHR 07 January 2022 Pages: 8017 - 8026
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
Counterfactual explanation of Bayesian model uncertainty
Gohar Ali
Feras Al-Obeidat
Alvaro Rocha
S.I.: Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (WorldCIST’21) 24 September 2021 Pages: 8027 - 8034
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
MDVA-GAN: multi-domain visual attribution generative adversarial networks
Muhammad Nawaz
Feras Al-Obeidat
Alvaro Rocha
S.I. : TAM-LHR 31 January 2022 Pages: 8035 - 8050
Part of 1 collection:

Special Issue on Towards Advancements in Machine Learning for Exploiting Large-Scale and Heterogeneous Repositories (TAM-LHR)
SAdaBoundNc: an adaptive subgradient online learning algorithm with logarithmic regret bounds
Lin Wang
Xin Wang
Mingchuan Zhang
Original Article 09 December 2022 Pages: 8051 - 8063
An efficient Sheep Flock Optimization-based hybrid deep RaNN for secure and enhanced video transmission quality
R. B. Benisha
Original Article 06 January 2023 Pages: 8065 - 8080
Identification and spatio-temporal analysis of earthquake clusters using SOM–DBSCAN model
Ashish Sharma
Rahul Kumar Vijay
Satyasai Jagannath Nanda
Original Article 08 December 2022 Pages: 8081 - 8108
Privacy masking distributed saddle-point algorithm for dynamic economic dispatch
Kaihui Xu
Jueyou Li
Guo Chen
Original Article 09 January 2023 Pages: 8109 - 8123
Siamese transformer network-based similarity metric learning for cross-source remote sensing image retrieval
Chun Ding
Meimin Wang
Jin Li
Original Article 07 December 2022 Pages: 8125 - 8142
Real-time automated detection of older adults' hand gestures in home and clinical settings
Guan Huang
Son N. Tran
Jane Alty
Original Article 10 December 2022 Pages: 8143 - 8156
Adaptive fuzzy command filtered control for incommensurate fractional-order MIMO nonlinear systems with input saturation
Senkui Lu
Xiang Li
Yujie Ma
Original Article 09 December 2022 Pages: 8157 - 8170
Prediction of underground metro train-induced ground vibration using hybrid PSO-ANN approach
Naveen Kumar Kedia
Anil Kumar
Yogendra Singh
Original Article 13 December 2022 Pages: 8171 - 8195
A multi-objective genetic algorithm for the hot mix asphalt problem
Mustafa Altiok
Erdinç Halis Alakara
Melih Naci Ağaoğlu
Original Article 21 December 2022 Pages: 8197 - 8225
CDZoom: a human-like sequential zoom agent for efficient change detection in large scenes
Yijun Lin
Fengge Wu
Junsuo Zhao
Original Article 08 December 2022 Pages: 8227 - 8241
Facial mask attention network for identity-aware face super-resolution
Zhengzheng Sun
Lianfang Tian
Zhaolin Wang
Original Article 13 December 2022 Pages: 8243 - 8257
Stacked ensemble learning based on deep convolutional neural networks for pediatric pneumonia diagnosis using chest X-ray images
J. Arun Prakash
Vinayakumar Ravi
K. P. Soman
Original Article 07 December 2022 Pages: 8259 - 8279
From depth-aware haze generation to real-world haze removal
Jiyou Chen
Gaobo Yang
Dengyong Zhang
Original Article 08 December 2022 Pages: 8281 - 8293
Lightweight deep learning methods for panoramic dental X-ray image segmentation
Songyue Lin
Xuejiang Hao
Mingjun Zhong
Original Article Open access 16 December 2022 Pages: 8295 - 8306
Optimizing the distributed generators integration in electrical distribution networks: efficient modified forensic-based investigation
Mohamed A. Tolba
Essam H. Houssein
Fatma A. Hashim
Original Article 23 December 2022 Pages: 8307 - 8342
RIECN: learning relation-based interactive embedding convolutional network for knowledge graph
Wei Wang
Xiaoxuan Shen
Baolin Yi
Original Article 20 December 2022 Pages: 8343 - 8356
A novel automatic reading method of pointer meters based on deep learning
Junjiao Sun
Zhiqing Huang
Yanxin Zhang
Original Article 06 December 2022 Pages: 8357 - 8370
MLMRS-Net: Electroencephalography (EEG) motion artifacts removal using a multi-layer multi-resolution spatially pooled 1D signal reconstruction network
Sakib Mahmud
Md Shafayet Hossain
Mamun Bin Ibne Reaz
Original Article Open access 21 December 2022 Pages: 8371 - 8388
Automated steel surface defect detection and classification using a new deep learning-based approach
Kursat Demir
Mustafa Ay
Fatih Demir
Original Article 08 December 2022 Pages: 8389 - 8406
Machine intelligence-driven classification of cancer patients-derived extracellular vesicles using fluorescence correlation spectroscopy: results from a pilot study
Abicumaran Uthamacumaran
Mohamed Abdouh
Goffredo Arena
Original Article 16 December 2022 Pages: 8407 - 8422
Novel transfer learning schemes based on Siamese networks and synthetic data
Philip Kenneweg
Dominik Stallmann
Barbara Hammer
Original Article Open access 16 December 2022 Pages: 8423 - 8436
Underwater bubble plumes multi-scale morphological feature extraction and state recognition method
Xue Yang
Wei Chen
Original Article 27 January 2023 Pages: 8437 - 8451
Dummy trajectory generation scheme based on generative adversarial networks
Jingkang Yang
Xiaobo Yu
Yining Liu
Original Article 09 December 2022 Pages: 8453 - 8469
TINYCD: a (not so) deep learning model for change detection
Andrea Codegoni
Gabriele Lombardi
Alessandro Ferrari
Original Article 18 December 2022 Pages: 8471 - 8486
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
Original Article 24 December 2022 Pages: 8487 - 8503
A residual network-based framework for COVID-19 detection from CXR images
Hareem Kibriya
Rashid Amin
Original Article 15 December 2022 Pages: 8505 - 8516
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
Original Article 12 December 2022 Pages: 8517 - 8541
A self-training automatic infant-cry detector
Gianpaolo Coro
Serena Bardelli
Massimiliano Ciantelli
Original Article Open access 23 December 2022 Pages: 8543 - 8559
Federated learning for interpretable short-term residential load forecasting in edge computing network
Chongchong Xu
Guo Chen
Chaojie Li
Original Article 23 December 2022 Pages: 8561 - 8574
Finite-time average consensus of directed second-order multi-agent systems with Markovian switching topology and impulsive disturbance
Yuan Tian
Huaqing Li
Qi Han
Original Article 09 January 2023 Pages: 8575 - 8588
Pixel attention convolutional network for image super-resolution
Xin Wang
Shufen Zhang
Jiale Zhang
Original Article 26 December 2022 Pages: 8589 - 8599
Robust semi-supervised discriminant embedding method with soft label in kernel space
Pei Peng
Yong-Ping Zhao
Original Article 26 December 2022 Pages: 8601 - 8623
AI-based solar energy forecasting for smart grid integration
Yahia Said
Abdulaziz Alanazi
Original Article 13 December 2022 Pages: 8625 - 8634
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy

Volume 35, Issue 11

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