Volume 35, Issue 1 | Neural Computing and Applications

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Volume 35, Issue 1

January 2023

Special Issue on Information, Intelligence, Systems and Applications (pp.1-210)/Regular papers (pp.211-1052)

Issue Editors:

Ioannis Hatzilygeroudis,
George Tsihrintzis,
Maria Virvou,
Isidoros Perikos

55 articles in this issue

Special issue on information, intelligence, systems and applications
Ioannis Hatzilygeroudis
George Tsihrintzis
Isidoros Perikos
Editorial 25 October 2022 Pages: 1 - 2
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Classification of acoustical signals by combining active learning strategies with semi-supervised learning schemes
Stamatis Karlos
Christos Aridas
Sotiris Kotsiantis
S.I. : Information, Intelligence, Systems and Applications 05 February 2021 Pages: 3 - 20
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness
Serafeim Moustakidis
Nikolaos I. Papandrianos
Dimitrios Tsaopoulos
S.I. : Information, Intelligence, Systems and Applications 13 November 2020 Pages: 21 - 33
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Ultra-short-term trading system using a neural network-based ensemble of financial technical indicators
Theodoros Zafeiriou
Dimitris Kalles
S.I. : Information, Intelligence, Systems and Applications 13 April 2021 Pages: 35 - 60
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
A multilayer inference engine for individualized tutoring model: adapting learning material and its granularity
Christos Troussas
Akrivi Krouska
Maria Virvou
S.I. : Information, Intelligence, Systems and Applications 05 February 2021 Pages: 61 - 75
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
A better robustness and fast convergence zeroing neural network for solving dynamic nonlinear equations
Jianqiang Gong
Jie Jin
S.I. : Information, Intelligence, Systems and Applications 04 January 2021 Pages: 77 - 87
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Real-time multiple object tracking using deep learning methods
Dimitrios Meimetis
Ioannis Daramouskas
Ioannis Hatzilygeroudis
S.I.: information, intelligence, systems and applications 24 August 2021 Pages: 89 - 118
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
On the non-intrusive extraction of residents’ privacy- and security-sensitive information from energy smart meters
Pascal Alexander Schirmer
Iosif Mporas
S.I. : Information, Intelligence, Systems and Applications 04 January 2021 Pages: 119 - 132
Part of 2 collections:

Special Issue on Information, Intelligence, Systems and Applications

Computer Science SDG 7: Affordable and Clean Energy
HyR-tree: a spatial index for hybrid flash/3D XPoint storage
Athanasios Fevgas
Leonidas Akritidis
Panayiotis Bozanis
S.I. : Information, Intelligence, Systems and Applications 25 February 2021 Pages: 133 - 145
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Hierarchical multiagent reinforcement learning schemes for air traffic management
Christos Spatharis
Alevizos Bastas
Jose Manuel Cordero
S.I. : Information, Intelligence, Systems and Applications 10 February 2021 Pages: 147 - 159
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Classifying MOOC forum posts using corpora semantic similarities: a study on transferability across different courses
Anastasios Ntourmas
Sophia Daskalaki
Nikolaos Avouris
S.I. : Information, Intelligence, Systems and Applications 04 February 2021 Pages: 161 - 175
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Improvement of similarity–diversity trade-off in recommender systems based on a facility location model
Antiopi Panteli
Basilis Boutsinas
S.I. : Information, Intelligence, Systems and Applications Open access 02 January 2021 Pages: 177 - 189
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Correction to: Improvement of similarity–diversity trade-off in recommender systems based on a facility location model
Antiopi Panteli
Basilis Boutsinas
Correction Open access 09 March 2022 Pages: 191 - 191
Improving collaborative filtering’s rating prediction accuracy by introducing the experiencing period criterion
Dionisis Margaris
Dimitris Spiliotopoulos
Dionysios Vasilopoulos
S.I. : Information, Intelligence, Systems and Applications 18 November 2020 Pages: 193 - 210
Part of 1 collection:

Special Issue on Information, Intelligence, Systems and Applications
Challenges and opportunities of deep learning-based process fault detection and diagnosis: a review
Jianbo Yu
Yue Zhang
Review 18 November 2022 Pages: 211 - 252
A shapelet-based framework for large-scale word-level sign language database auto-construction
Xiang Ma
Qiang Wang
Lin Yuan
Review 20 November 2022 Pages: 253 - 274
Improved firefly algorithm for feature selection with the ReliefF-based initialization and the weighted voting mechanism
Xin Yong
Yue-lin Gao
Original Article 09 September 2022 Pages: 275 - 301
Neurocomputing intelligence models for lakes water level forecasting: a comprehensive review
Vahdettin Demir
Zaher Mundher Yaseen
Original Article 10 September 2022 Pages: 303 - 343
Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting
Eko David Kurniawan
Nazrul Effendy
Nidlom Muddin
Original Article 12 September 2022 Pages: 345 - 352
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Hybrid binary COOT algorithm with simulated annealing for feature selection in high-dimensional microarray data
Elnaz Pashaei
Elham Pashaei
Original Article 12 September 2022 Pages: 353 - 374
Multi-scale confusion and filling mechanism for pressure footprint recognition
Yan Zhang
Yongsheng Sun
Jun Tang
Original Article 12 September 2022 Pages: 375 - 392
Physics-guided neural network and GPU-accelerated nonlinear model predictive control for quadcopter
Seong Hyeon Hong
Junlin Ou
Yi Wang
Original Article 13 September 2022 Pages: 393 - 413
Detecting and tracking using 2D laser range finders and deep learning
Eugenio Aguirre
Miguel García-Silvente
Original Article Open access 13 September 2022 Pages: 415 - 428
Object classification on noise-reduced and augmented micro-doppler radar spectrograms
Alperen Erdoğan
Selda Güney
Original Article 14 September 2022 Pages: 429 - 447
Policy-based optimization: single-step policy gradient method seen as an evolution strategy
J. Viquerat
R. Duvigneau
E. Hachem
Original Article 14 September 2022 Pages: 449 - 467
Information theoretic and neural computational tools for meta-analysis of cumulative databases in the age of Big Physics experiments
A. Murari
M. Lungaroni
M. Gelfusa
Original Article Open access 14 September 2022 Pages: 469 - 486
Evolutionary mating algorithm
Mohd Herwan Sulaiman
Zuriani Mustaffa
Seyedali Mirjalili
Original Article 15 September 2022 Pages: 487 - 516
Output synchronization analysis of coupled fractional-order neural networks with fixed and adaptive couplings
Peng Liu
Yunliu Li
Yanfeng Wang
Original Article 15 September 2022 Pages: 517 - 528
A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer
Osman Altay
Elif Varol Altay
Original Article 16 September 2022 Pages: 529 - 556
Real-time structural damage assessment using LSTM networks: regression and classification approaches
Smriti Sharma
Subhamoy Sen
Original Article 16 September 2022 Pages: 557 - 572
Vietnamese hate and offensive detection using PhoBERT-CNN and social media streaming data
Quoc Tran Khanh
Trong Nguyen An
Nguyen Kiet
Original Article 17 September 2022 Pages: 573 - 594
SL-Net: self-learning and mutual attention-based distinguished window for RGBD complex salient object detection
Surya Kant Singh
Rajeev Srivastava
Original Article 17 September 2022 Pages: 595 - 609
Maximizing coverage and maintaining connectivity in WSN and decentralized IoT: an efficient metaheuristic-based method for environment-aware node deployment
Sajjad Nematzadeh
Mahsa Torkamanian-Afshar
Farzad Kiani
Original Article 18 September 2022 Pages: 611 - 641
CDFF: a fast and highly accurate method for recognizing traffic signs
Lanmei Wang
Lizhe Wang
Guibao Wang
Original Article 19 September 2022 Pages: 643 - 662
Simplified artificial neural network based online adaptive control scheme for nonlinear systems
Faisal Jamsheed
Sheikh Javed Iqbal
Original Article 19 September 2022 Pages: 663 - 679
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Improved load frequency control of interconnected power systems using energy storage devices and a new cost function
Emre Çelik
Nihat Öztürk
Essam H. Houssein
Original Article 19 September 2022 Pages: 681 - 697
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Classification of Covid-19 misinformation on social media based on neuro-fuzzy and neural network: A systematic review
Bhavani Devi Ravichandran
Pantea Keikhosrokiani
Original Article 20 September 2022 Pages: 699 - 717
Genetic algorithm to optimize the SVM and K-means algorithms for mapping of mineral prospectivity
Reza Ghezelbash
Abbas Maghsoudi
Mehrdad Daviran
Original Article 20 September 2022 Pages: 719 - 733
Exploring vision transformer: classifying electron-microscopy pollen images with transformer
Kaibo Duan
Shi Bao
Shaodong Cui
Original Article 20 September 2022 Pages: 735 - 748
Facial emotion recognition and encoding application for the visually impaired
M. N Pushpalatha
Harshubh Meherishi
Aman Gupta
Original Article 21 September 2022 Pages: 749 - 755
Recurrent self-optimizing proposals for weakly supervised object detection
Ming Zhang
Bing Zeng
Original Article 21 September 2022 Pages: 757 - 771
A robust medical image steganography approach based on particle swarm optimization algorithm and quantum walks
Bassem Abd-El-Atty
Original Article Open access 21 September 2022 Pages: 773 - 785
Regularized online tensor factorization for sparse knowledge graph embeddings
Unai Zulaika
Aitor Almeida
Diego López-de-Ipiña
Original Article Open access 21 September 2022 Pages: 787 - 797
A novel robust nonparallel support vector classifier based on one optimization problem
Kai Qi
Hu Yang
Original Article 22 September 2022 Pages: 799 - 814
Skin cancer diagnosis based on deep transfer learning and sparrow search algorithm
Hossam Magdy Balaha
Asmaa El-Sayed Hassan
Original Article Open access 23 September 2022 Pages: 815 - 853
Multilevel thresholding satellite image segmentation using chaotic coronavirus optimization algorithm with hybrid fitness function
Khalid M. Hosny
Asmaa M. Khalid
Seyedali Mirjalili
Original Article Open access 23 September 2022 Pages: 855 - 886
Forecasting of solar radiation using different machine learning approaches
Vahdettin Demir
Hatice Citakoglu
Original Article 23 September 2022 Pages: 887 - 906
Beyond fixed time and space: next POI recommendation via multi-grained context and correlation
Xixi Li
Ruimin Hu
Zheng Wang
Original Article 23 September 2022 Pages: 907 - 920
Early automated prediction model for the diagnosis and detection of children with autism spectrum disorders based on effective sociodemographic and family characteristic features
A. S. Albahri
Rula A. Hamid
O. S. Albahri
Original Article 24 September 2022 Pages: 921 - 947
Symmetric mean binary pattern-based Pakistan sign language recognition using multiclass support vector machines
Syed Muhammad Saqlain Shah
Javed I. Khan
Anwar Ghani
Original Article 24 September 2022 Pages: 949 - 972