Application of supervised machine learning methods in injection molding process for initial parameters setting: prediction of the cooling time parameter Faouzi TayalatiAbdellah AzmaniMonir Azmani Regular Paper 13 April 2024
Explainable machine learning models with privacy Aso BozorgpanahVicenç Torra Regular Paper Open access 28 March 2024 Pages: 31 - 50
Optimal gas subset selection for dissolved gas analysis in power transformers José PintoVitor EstevesRicardo Sousa Regular Paper 27 March 2024 Pages: 65 - 84
A Deep Convolutional Spiking Neural Network for embedded applications Amirhossein JavanshirThanh Thi NguyenAbbas Z. Kouzani Regular Paper Open access 13 March 2024 Pages: 1 - 15
Split incremental clustering algorithm of mixed data stream Siwar GorrabFahmi Ben RejabKaouther Nouira Regular Paper 07 March 2024 Pages: 51 - 64
DCGG: drug combination prediction using GNN and GAE S. Sina ZiaeeHossein RahmaniAndreas Bender Regular Paper 07 March 2024 Pages: 17 - 30
Recognizing and detecting COVID-19 in chest X-ray images using constrained multi-view spectral clustering Sally El HajjarFadi DornaikaFahed Abdallah Regular Paper Open access 09 February 2024
Clustering using graph convolution networks Maria Al JreidyJoseph ConstantinDenis Hamad Regular Paper 31 January 2024
Collaborative and dynamic kernel discriminant analysis for large-scale problems: applications in multi-class learning and novelty detection F. DufrenoisA. KhatibD. Hamad Regular Paper 22 January 2024
Automated machine learning hyperparameters tuning through meta-guided Bayesian optimization Moncef GarouaniMourad Bouneffa Regular Paper 19 January 2024
Multi-class nonparallel support vector machine Ali SahlehMaziar SalahiSadegh Eskandari Regular Paper 24 October 2023 Pages: 349 - 361
An improved pathfinder algorithm (ASDR-PFA) based on adaptation of search dimensional ratio for solving global optimization problems and optimal feature selection Ajit Kumar MahapatraNibedan PandaBinod Kumar Pattanayak Regular Paper 20 September 2023 Pages: 323 - 348
A survey on emotion–cause extraction in psychological text using deep learning methods Anshul KumarAnkit Kumar Jain Review 12 September 2023 Pages: 303 - 321
An automated classification framework for glaucoma detection in fundus images using ensemble of dynamic selection methods Sumaiya PathanPreetham KumarSulatha V. Bhandary Regular Paper Open access 28 July 2023 Pages: 287 - 301
Two decades of agent-based modeling in marketing: a bibliometric analysis Elena RomeroManuel ChicaWilliam Rand Review 28 July 2023 Pages: 213 - 229
Learning to summarize multi-documents with local and global information Van-Hau NguyenSon T. MaiMinh-Tien Nguyen Regular Paper 19 May 2023 Pages: 275 - 286
Attention and self-attention in random forests Lev V. UtkinAndrei V. KonstantinovStanislav R. Kirpichenko Regular Paper 11 May 2023 Pages: 257 - 273
A novel multi-criteria decision analysis technique incorporating demanding essential characteristics of existing MCDA techniques Susmita Bandyopadhyay Regular Paper 07 March 2023 Pages: 231 - 255
SwinE-UNet3+: swin transformer encoder network for medical image segmentation Ping ZouJian-Sheng Wu Short Communication 27 February 2023 Pages: 99 - 105
An enhanced Harris hawk optimizer based on extreme learning machine for feature selection Abdullah AlzaqebahOmar Al-KadiIbrahim Aljarah Regular Paper 27 February 2023 Pages: 77 - 97
Strabismus free gaze detection system for driver’s using deep learning technique Nageshwar Nath PandeyNaresh Babu Muppalaneni Regular Paper 31 January 2023 Pages: 45 - 59
Automatic question generation: a review of methodologies, datasets, evaluation metrics, and applications Nikahat MullaPrachi Gharpure Review 30 January 2023 Pages: 1 - 32
Entropy guided evolutionary search for solving Sudoku Neeraj PathakRajeev Kumar Regular Paper 25 January 2023 Pages: 61 - 76
Clustering: an R library to facilitate the analysis and comparison of cluster algorithms Luis Alfonso Pérez MartosÁngel Miguel García-VicoCristóbal J. Carmona Regular Paper Open access 17 December 2022 Pages: 33 - 44
Improving graph prototypical network using active learning Mona SolgiVahid Seydi Regular Paper Open access 10 October 2022 Pages: 411 - 423
Exploring how independent variables influence parking occupancy prediction: toward a model results explanation with SHAP values Hanae ErroussoEl Arbi Abdellaoui AlaouiHicham Medromi Regular Paper 25 September 2022 Pages: 367 - 396
Deep multiple instance learning for automatic glaucoma prevention and auto-annotation using color fundus photography Abdelali ElmoufidiAyoub SkoutaOuail Ouchetto Regular Paper 20 September 2022 Pages: 397 - 409
Robust appearance modeling for object detection and tracking: a survey of deep learning approaches Alhassan MumuniFuseini Mumuni Review 06 September 2022 Pages: 279 - 313
A novel chaotic flower pollination algorithm for modelling an optimized low-complexity neural network-based NAV predictor model Smita MohantyRajashree Dash Regular Paper 03 September 2022 Pages: 349 - 366
A hybrid machine learning approach for early mortality prediction of ICU patients Ardeshir MansouriMohammadreza NoeiMohammad Saniee Abadeh Regular Paper 16 August 2022 Pages: 333 - 347
Hybrid optimization search-based ensemble model for portfolio optimization and return prediction in business investment Madanant Jana NaikAnson Leopold Albuquerque Regular Paper 05 August 2022 Pages: 315 - 331
Action-oriented process mining: bridging the gap between insights and actions Gyunam ParkWil M. P. van der Aalst Regular Paper Open access 02 July 2022
Convergence of batch gradient algorithm with smoothing composition of group \(l_{0}\) and \(l_{1/2}\) regularization for feedforward neural networks Hassan RamchounMohamed Ettaouil Regular Paper 25 June 2022 Pages: 269 - 278
Feature recommendation for structural equation model discovery in process mining Mahnaz Sadat QafariWil M. P. van der Aalst Regular Paper Open access 25 June 2022
A K2 graph-based fusion model with manifold ranking for robot image saliency detection Dong YeRui Yang Regular Paper 23 June 2022 Pages: 233 - 250
A model-based many-objective evolutionary algorithm with multiple reference vectors Pezhman GholamnezhadAli BroumandniaVahid Seydi Regular Paper 10 June 2022 Pages: 251 - 268
Human emotion recognition for enhanced performance evaluation in e-learning Yu DuRubén González CrespoOscar Sanjuán Martínez Regular Paper 31 May 2022 Pages: 199 - 211
Human fall detection using neuro-fuzzy models based on ensemble learning Shirin KordnooriArash SharifiHamed Shah-Hosseini Regular Paper 13 April 2022 Pages: 219 - 232
Supervision system of english online teaching based on machine learning Wen LuG. N. VivekanandaA. Shanthini Regular Paper 03 February 2022 Pages: 187 - 198
Analysis of the teaching quality on deep learning-based innovative ideological political education platform Gao YunRenjith V. RaviAwais Khan Jumani Regular Paper 01 February 2022 Pages: 175 - 186
An integrated clustering algorithm based on firefly algorithm and self-organized neural network Moslem MohammadiMajid Iranpour Mobarakeh Regular Paper 31 January 2022 Pages: 207 - 217
A survey on the vulnerability of deep neural networks against adversarial attacks Andy MichelSumit Kumar JhaRickard Ewetz Review 17 January 2022 Pages: 131 - 141
Natural language query formalization to SPARQL for querying knowledge bases using Rasa Divyansh Shankar MishraAbhinav AgarwalK C. Akshay Regular Paper Open access 11 December 2021 Pages: 193 - 206
Analysis and forecasting of rivers pH level using deep learning Abhay SrivastavaAlberto Cano Regular Paper 25 November 2021 Pages: 181 - 191
A semantic approach based on domain knowledge for polarity shift detection using distant supervision Zahra Ayeste Samira Noferesti Regular Paper 23 November 2021 Pages: 169 - 180
Online and offline teaching connection system of college ideological and political education based on deep learning Fenghua QiYongqing ChangP. Hemalatha Regular Paper 22 November 2021 Pages: 163 - 174
Detection and recognition of concrete cracks on building surface based on machine vision Xiaofei Zhu Regular Paper 06 November 2021 Pages: 143 - 150
Fast and robust online-learning facial expression recognition and innate novelty detection capability of extreme learning algorithms Sarutte AtsawaraungsukTatpong KatanyukulNawapak Eua-anant Regular Paper 28 October 2021 Pages: 151 - 168
Prediction of national agricultural products wholesale price index in China using deep learning Miaomiao JiPeng LiuQiufeng Wu Regular Paper 23 October 2021 Pages: 121 - 129
Semi-causal decision trees Ana Rita NogueiraCarlos Abreu FerreiraJoão Gama Regular Paper 18 October 2021 Pages: 105 - 119
