Advanced metaheuristic optimization techniques in applications of deep neural networks: a review Mohamed Abd ElazizAbdelghani DahouSongfeng Lu Review Article 18 April 2021 Pages: 14079 - 14099
Boosting algorithms in energy research: a systematic review Hristos TyralisGeorgia Papacharalampous Review Article 19 April 2021 Pages: 14101 - 14117
A new modified grey wolf optimization algorithm proposal for a fundamental engineering problem in robotics Serkan Dereli Original Article 29 April 2021 Pages: 14119 - 14131
A new approach to predict ulcerative colitis activity through standard clinical–biological parameters using a robust neural network model Iolanda V. PopaAlexandru BurlacuCătălina Mihai Original Article 02 May 2021 Pages: 14133 - 14146
Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network Piyush RawatSiddhartha Chauhan Original Article 09 May 2021 Pages: 14147 - 14165
Deep autoencoders for feature learning with embeddings for recommendations: a novel recommender system solution Kiran RamaPradeep KumarBharat Bhasker Original Article 06 June 2021 Pages: 14167 - 14177
Image classification method on class imbalance datasets using multi-scale CNN and two-stage transfer learning Jiahuan LiuFei GuoHuamin Zhou Original Article 24 September 2021 Pages: 14179 - 14197
Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP) Samaher Al-JanabiAyad AlkaimM. Mustafa Original Article 20 May 2021 Pages: 14199 - 14229
Zeroing neural network for bound-constrained time-varying nonlinear equation solving and its application to mobile robot manipulators Zhisheng MaShihang YuDongsheng Guo Original Article 11 May 2021 Pages: 14231 - 14245
Exclusive lasso-based k-nearest-neighbor classification Lin QiuYanpeng QuQiang Shen Original Article 10 May 2021 Pages: 14247 - 14261
Two-plant production model with customers’ demand dependent on warranty period of the product and carbon emission level of the manufacturer via different meta-heuristic algorithms Amalesh Kumar MannaTanmoy BenerjeeAsoke Kumar Bhunia Original Article 23 May 2021 Pages: 14263 - 14281
A heuristic-based multi-choice goal programming for the stochastic sustainable-resilient routing-allocation problem in relief logistics Zakie MamashliAli Bozorgi-AmiriJafar Heydari Original Article 14 May 2021 Pages: 14283 - 14309
A novel image encryption scheme based on multi-directional diffusion technique and integrated chaotic map Milad RiyahiMarjan Kuchaki RafsanjaniRouzbeh Motevalli Original Article 16 May 2021 Pages: 14311 - 14326
Marine predators algorithm for optimal allocation of active and reactive power resources in distribution networks Ahmad EidSalah KamelLaith Abualigah Original Article 12 May 2021 Pages: 14327 - 14355
Advances in machine translation for sign language: approaches, limitations, and challenges Uzma FarooqMohd Shafry Mohd RahimAdnan Abid Original Article 18 May 2021 Pages: 14357 - 14399
Can deep learning solve a preschool image understanding problem? Bidyut DasArif Ahmed SekhSantanu Phadikar Original Article 12 May 2021 Pages: 14401 - 14411
Automatic identification of commodity label images using lightweight attention network Junde ChenAdnan ZebY. A. Nanehkaran Original Article 06 May 2021 Pages: 14413 - 14428
End-to-end recurrent denoising autoencoder embeddings for speaker identification Esther Rituerto-GonzálezCarmen Peláez-Moreno Original Article 10 May 2021 Pages: 14429 - 14439
A deep learning approach using graph convolutional networks for slope deformation prediction based on time-series displacement data Zhengjing MaGang MeiNengxiong Xu Original Article Open access 13 May 2021 Pages: 14441 - 14457
Hybrid semantic deep learning architecture and optimal advanced encryption standard key management scheme for secure cloud storage and intrusion detection Varun PrabhakaranAshokkumar Kulandasamy Original Article 27 May 2021 Pages: 14459 - 14479
Assessing kinetic meaning of music and dance via deep cross-modal retrieval Francisco Afonso RaposoDavid Martins de MatosRicardo Ribeiro Original Article 29 May 2021 Pages: 14481 - 14493
Rethinking environmental sound classification using convolutional neural networks: optimized parameter tuning of single feature extraction Yousef Abd Al-HattabHasan Firdaus ZakiAmir Akramin Shafie Original Article 26 May 2021 Pages: 14495 - 14506
Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants Muhammad Hussain KhanZainab SaleemRana Aamir Raza Original Article 27 May 2021 Pages: 14507 - 14521
Data science strategies leading to the development of data scientists’ skills in organizations Maria José SousaPere Mercadé MeléSalma Noor Original Article 16 May 2021 Pages: 14523 - 14531
Colour image encryption based on customized neural network and DNA encoding Sakshi PatelV. ThanikaiselvanR. Amirtharajan Original Article 20 May 2021 Pages: 14533 - 14550
CNN-based and DTW features for human activity recognition on depth maps Jacek TrelinskiBogdan Kwolek Original Article Open access 12 May 2021 Pages: 14551 - 14563
Deep learning-based visual crack detection using Google Street View images Mohsen ManiatCharles V. CampAli R. Kashani Original Article 17 May 2021 Pages: 14565 - 14582
A novel feature selection framework based on grey wolf optimizer for mammogram image analysis B. SathiyabhamaS. Udhaya KumarKonga Gopikrishna Original Article 24 May 2021 Pages: 14583 - 14602
Ensemble application of bidirectional LSTM and GRU for aspect category detection with imbalanced data J. Ashok KumarS. Abirami Original Article 12 May 2021 Pages: 14603 - 14621
BenchMetrics: a systematic benchmarking method for binary classification performance metrics Gürol CanbekTugba Taskaya TemizelSeref Sagiroglu Original Article 22 August 2021 Pages: 14623 - 14650
Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography Antonio GiovannettiGianluca SusiEugenio Martinelli Original Article Open access 19 May 2021 Pages: 14651 - 14667
Binary crow search algorithm for the uncapacitated facility location problem Emrullah Sonuç Original Article 26 May 2021 Pages: 14669 - 14685
A state-of-art optimization method for analyzing the tweets of earthquake-prone region Nazmiye EligüzelCihan ÇetinkayaTürkay Dereli Original Article 24 May 2021 Pages: 14687 - 14705
A hybrid model for spelling error detection and correction for Urdu language Romila AzizMuhammad Waqas AnwarUsama Ijaz Bajwa Original Article 05 August 2021 Pages: 14707 - 14721
On the inclusion of spatial information for spatio-temporal neural networks Rodrigo de MedranoJosé L. Aznarte Original Article 19 May 2021 Pages: 14723 - 14740
Resource-constrained FPGA/DNN co-design Zhichao ZhangAbbas Z. Kouzani Original Article 15 May 2021 Pages: 14741 - 14751
Improving security of the Internet of Things via RF fingerprinting based device identification system Sohail AbbasQassim NasirAtta ur Rehman Khan Original Article 25 May 2021 Pages: 14753 - 14769
An intelligent model to predict the life condition of crude oil pipelines using artificial neural networks Nagoor Basha ShaikSrinivasa Rao PedapatiFaizul Azly Abd Dzubir Original Article 26 May 2021 Pages: 14771 - 14792
A reference spike train-based neurocomputing method for enhanced tactile discrimination of surface roughness Longhui QinYilei Zhang Original Article 29 June 2021 Pages: 14793 - 14807
Multi-stack hybrid CNN with non-monotonic activation functions for hyperspectral satellite image classification Mainak Bandyopadhyay Original Article 04 June 2021 Pages: 14809 - 14822
A systematic analysis using classification machine learning algorithms to understand why learners drop out of MOOCs Seema RawatDeepak KumarChhaya Khattri Original Article 31 May 2021 Pages: 14823 - 14835
Double-hierarchy hesitant fuzzy linguistic information-based framework for green supplier selection with partial weight information R. KrishankumarKarthik ArunAmir H. Gandomi Original Article 27 May 2021 Pages: 14837 - 14859
Soil–conduit interaction: an artificial intelligence application for reinforced concrete and corrugated steel conduits Muhammad Umer Arif KhanSanjay Kumar ShuklaMuhammad Nouman Amjad Raja Original Article 28 May 2021 Pages: 14861 - 14885
Building a Vietnamese question answering system based on knowledge graph and distributed CNN Trung PhanPhuc Do Original Article 17 June 2021 Pages: 14887 - 14907
A hierarchical local-model tree for predicting roof displacement in longwall tailgates Satar MahdevariMohammad Bagher Khodabakhshi Original Article 26 May 2021 Pages: 14909 - 14928
Grid-Tied PV-BES system based on modified bat algorithm-FLC MPPT technique under uniform conditions Lijun ZhaoMingxin JiangFarah Jamali Original Article 06 June 2021 Pages: 14929 - 14943
Multistability and circuit implementation of tabu learning two-neuron model: application to secure biomedical images in IoMT Isaac Sami DoublaZeric Tabekoueng NjitackeJacques Kengne Original Article 13 June 2021 Pages: 14945 - 14973
Improved machine learning performances with transfer learning to predicting need for hospitalization in arboviral infections against the small dataset Ilyas OzerOnursal CetinFeyzullah Temurtas Original Article 01 June 2021 Pages: 14975 - 14989
GA-UNet: UNet-based framework for segmentation of 2D and 3D medical images applicable on heterogeneous datasets Amrita KaurLakhwinder KaurAshima Singh Original Article 02 June 2021 Pages: 14991 - 15025
Fifth sustainable development goal gender equality in India: analysis by mathematics of uncertainty and covering of fuzzy graphs Anushree BhattacharyaMadhumangal Pal Original Article 29 May 2021 Pages: 15027 - 15057