A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network Isaac Perez-BorreroDiego Marin-SantosManuel E. Gegundez-Arias Review Article 02 June 2021 Pages: 15059 - 15071
Efficient PM2.5 forecasting using geographical correlation based on integrated deep learning algorithms Inchoon YeoYunsoo ChoiAlqamah Sayeed Review Article 06 August 2021 Pages: 15073 - 15089
A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities Esther Omolara AbiodunAbdulatif AlabdulatifRami S. Alkhawaldeh Review Article 13 August 2021 Pages: 15091 - 15118
Correction to: A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities Esther Omolara AbiodunAbdulatif AlabdulatifRami S. Alkhawaldeh Correction 04 October 2021 Pages: 15119 - 15119
Extreme learning machine versus classical feedforward network Urszula Markowska-KaczmarMichał Kosturek Review Article Open access 30 August 2021 Pages: 15121 - 15144
Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass) Plamen AngelovEduardo Soares Original Article Open access 06 June 2021 Pages: 15145 - 15157
Machine learning for computationally efficient electrical loads estimation in consumer washing machines Vittorio CasagrandeGianfranco FenuDavide Zorzenon Original Article Open access 15 June 2021 Pages: 15159 - 15170
A novel explainable image classification framework: case study on skin cancer and plant disease prediction Emmanuel PintelasMeletis LiaskosPanagiotis Pintelas Original Article 04 June 2021 Pages: 15171 - 15189
Identification of autonomous nonlinear dynamical system based on discrete-time multiscale wavelet neural network Guo LuoZhi YangQizhi Zhang Original Article 16 June 2021 Pages: 15191 - 15203
Improvement of grey wolf optimizer with adaptive middle filter to adjust support vector machine parameters to predict diabetes complications Fereshteh JeyafzamBabak VaziriAdam Slowik Original Article Open access 12 June 2021 Pages: 15205 - 15228
UrduDeepNet: offline handwritten Urdu character recognition using deep neural network Faisel MushtaqMuzafar Mehraj MisgarSurinder Singh Khurana Original Article 07 June 2021 Pages: 15229 - 15252
Big data classification using deep learning and apache spark architecture Anilkumar V. BrahmaneB. Chaitanya Krishna Original Article 07 July 2021 Pages: 15253 - 15266
Dynamic mobile charger scheduling with partial charging strategy for WSNs using deep-Q-networks Sanjai Prasada Rao BanothPraveen Kumar DontaTarachand Amgoth Original Article 07 June 2021 Pages: 15267 - 15279
Dual temporal convolutional network for single-lead fibrillation waveform extraction Jun LuJie LuoShengli Xie Original Article 06 June 2021 Pages: 15281 - 15292
A CNN-LSTM-based fault classifier and locator for underground cables Ruphan SwaminathanSanhita MishraSarat Chandra Swain Original Article 06 June 2021 Pages: 15293 - 15304
Use of GMDH-type neural network to model the mechanical behavior of a cement-treated sand Hossein MolaAbasiAghileh KhajehReza Jamshidi Chenari Original Article 06 September 2021 Pages: 15305 - 15318
Defect count prediction via metric-based convolutional neural network Meetesh NevendraPradeep Singh Original Article 08 June 2021 Pages: 15319 - 15344
An efficient indoor scene character recognition using Bayesian interactive search algorithm-based adaboost-CNN classifier L. T. Akin SherlyT. Jaya Original Article 08 June 2021 Pages: 15345 - 15356
Interval prediction of short-term building electrical load via a novel multi-objective optimized distributed fuzzy model Hongchang SunMinjia TangRuiqi Wang Original Article 18 June 2021 Pages: 15357 - 15371
Automatic chronic degenerative diseases identification using enteric nervous system images Gustavo Z. FelipeJacqueline N. ZanoniYandre M. G. Costa Original Article 17 June 2021 Pages: 15373 - 15395
Multi-view subspace clustering with adaptive locally consistent graph regularization Xiaolan LiuGan PanMengying Xie Original Article 05 June 2021 Pages: 15397 - 15412
Adaptive CIPCA-based fault diagnosis scheme for uncertain time-varying processes Chouaib ChakourAzzedine HamzaLamiaa M. Elshenawy Original Article 05 June 2021 Pages: 15413 - 15432
(1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems Emre ÇelikNihat ÖztürkCemil Ocak Original Article 12 June 2021 Pages: 15433 - 15456
Neural network method for automatic data generation in adaptive information systems Artem D. ObukhovMikhail N. Krasnyanskiy Original Article 04 June 2021 Pages: 15457 - 15479
Stability analysis of T-S fuzzy-model-based coupled control systems with nonlinear T-S fuzzy control and its application Jiayi LiuYongmei CuiYanbin Qu Original Article 19 June 2021 Pages: 15481 - 15493
Cost reduction for energy loss and capacitor investment in radial distribution networks applying novel algorithms Le Chi KienThuan Thanh NguyenThang Trung Nguyen Original Article 10 June 2021 Pages: 15495 - 15522
Pinball loss-based multi-task twin support vector machine and its safe acceleration method Fan XieXinying PangYitian Xu Original Article 10 June 2021 Pages: 15523 - 15539
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection Erdal TasciCaner UluturkAybars Ugur Original Article 07 June 2021 Pages: 15541 - 15555
Performance optimization of UAV-based IoT communications using a novel constrained gravitational search algorithm Sepehr Ebrahimi MoodMing DingMohammad Masoud Javidi Original Article 05 June 2021 Pages: 15557 - 15568
Adapted-RRT: novel hybrid method to solve three-dimensional path planning problem using sampling and metaheuristic-based algorithms Farzad KianiAmir SeyyedabbasiM. Ahmed Shah Original Article 10 June 2021 Pages: 15569 - 15599
Lung cancer detection and classification with DGMM-RBCNN technique Sanjukta Rani JenaS. Thomas GeorgeD. Narain Ponraj Original Article 18 June 2021 Pages: 15601 - 15617
Supportive emergency decision-making model towards sustainable development with fuzzy expert system He LiJun-Yu GuoKehinde Adewale Adesina Original Article 22 June 2021 Pages: 15619 - 15637
Optimal siting and sizing of distributed generation in radial distribution system using a novel student psychology-based optimization algorithm Korra BaluV. Mukherjee Original Article 15 June 2021 Pages: 15639 - 15667
New evaluation methods of read mapping by 17 aligners on simulated and empirical NGS data: an updated comparison of DNA- and RNA-Seq data from Illumina and Ion Torrent technologies Luigi DonatoConcetta ScimoneAntonina Sidoti Original Article 16 June 2021 Pages: 15669 - 15692
SMOTE-NC and gradient boosting imputation based random forest classifier for predicting severity level of covid-19 patients with blood samples Elif Ceren GökMehmet Onur Olgun Original Article 11 June 2021 Pages: 15693 - 15707
Detecting dynamics of action in text with a recurrent neural network Nicole Gruber Original Article 15 June 2021 Pages: 15709 - 15718
Mixed convection hybrid nanofluid flow over an exponentially accelerating surface in a porous media Anuar JamaludinRoslinda NazarIoan Pop Original Article 12 June 2021 Pages: 15719 - 15729
Model-free MIMO self-tuning controller based on support vector regression for nonlinear systems Kemal UçakGülay Öke Günel Original Article 21 June 2021 Pages: 15731 - 15750
A Pythagorean fuzzy number-based integration of AHP and WASPAS methods for refugee camp location selection problem: a real case study for Istanbul, Turkey Ertugrul AyyildizMelike ErdoganAlev Taskin Gumus Original Article 18 June 2021 Pages: 15751 - 15768
Debris flow prediction with machine learning: smart management of urban systems and infrastructures Tao BaiZhihao JiangPejman Tahmasebi Original Article 12 June 2021 Pages: 15769 - 15779
ODBOT: Outlier detection-based oversampling technique for imbalanced datasets learning Mohammed H. IBRAHIM Original Article 21 June 2021 Pages: 15781 - 15806
Deep learning-based bird eye view social distancing monitoring using surveillance video for curbing the COVID-19 spread Raghav MagooHarpreet SinghPrashant Singh Rana Original Article 02 July 2021 Pages: 15807 - 15814
A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signals Majid NourŞaban ÖztürkKemal Polat Original Article 09 July 2021 Pages: 15815 - 15829
Human object detection: An enhanced black widow optimization algorithm with deep convolution neural network P. MukilanWogderess Semunigus Original Article 02 August 2021 Pages: 15831 - 15842
Prediction of uniaxial compressive strength of rock samples using density weighted least squares twin support vector regression Deepak GuptaN. Natarajan Original Article 27 June 2021 Pages: 15843 - 15850
Transfer learning-based deep CNN model for multiple faults detection in SCIM Prashant KumarAnanda Shankar Hati Original Article 18 June 2021 Pages: 15851 - 15862
SHIBR—The Swedish Historical Birth Records: a semi-annotated dataset Abbas CheddadHüseyin KusetogullariJohan Hall Original Article Open access 27 June 2021 Pages: 15863 - 15875
Event-triggered network congestion control of TCP/AWM systems Yun BaiYuanwei Jing Original Article 21 July 2021 Pages: 15877 - 15886
Event-triggered fixed-time adaptive neural tracking control for stochastic non-triangular structure nonlinear systems Yangang YaoJieqing TanXu Zhang Original Article 13 September 2021 Pages: 15887 - 15899
Multi-category multi-state information ensemble-based classification method for precise diagnosis of three cancers XianFang TangZhe ShiMin Jin Original Article 25 June 2021 Pages: 15901 - 15917