Applied Artificial Intelligence, Volume 35, Issue 15 (2021)

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Applied Artificial Intelligence, Volume 35, Issue 15 (2021)

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Research Article

Article
Neural Network Architecture Selection Using Particle Swarm Optimization Technique
Razan Jamous, Hosam ALRahhal & Mohamed El-Darieby
Pages: 1219-1236
Published online: 03 Nov 2021
AbstractforNeural Network Architecture Selection Using Particle Swarm Optimization Technique | Full Text | References | PDF (1.8 MB) | EPUB
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Article
Deep Learning Based Steel Pipe Weld Defect Detection
Dingming Yang, Yanrong Cui, Zeyu Yu & Hongqiang Yuan
Pages: 1237-1249
Published online: 23 Sep 2021
AbstractforDeep Learning Based Steel Pipe Weld Defect Detection | Full Text | References | PDF (2.5 MB) | EPUB
  • 7112 Views
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Article
Horse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid
Subhamay Basu & Mousumi Basu
Pages: 1250-1270
Published online: 08 Sep 2021
AbstractforHorse Herd Optimization Algorithm for Fuel Constrained Day-ahead Scheduling of Isolated Nanogrid | Full Text | References | PDF (1.4 MB) | EPUB
  • 1127 Views
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Article
Hybrid Attention-based Approach for Arabic Paraphrase Detection
Adnen Mahmoud & Mounir Zrigui
Pages: 1271-1286
Published online: 05 Sep 2021
AbstractforHybrid Attention-based Approach for Arabic Paraphrase Detection | Full Text | References | PDF (774.1 KB) | EPUB
  • 1190 Views
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Article
Classification based levodopamine response prediction in parkinson’s disorder
Aman Jatain, Shalini Bhaskar Bajaj, Ritika Agarwal & Haziq Rahat Bullah
Pages: 1287-1303
Published online: 06 Sep 2021
AbstractforClassification based levodopamine response prediction in parkinson’s disorder | Full Text | References | PDF (1.1 MB) | EPUB
  • 1028 Views
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Article
Deep Learning Based Wheat Crop Yield Prediction Model in Punjab Region of North India
Nishu Bali & Anshu Singla
Pages: 1304-1328
Published online: 16 Sep 2021
AbstractforDeep Learning Based Wheat Crop Yield Prediction Model in Punjab Region of North India | Full Text | References | PDF (3.2 MB) | EPUB
  • 6160 Views
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Article
A novel hybrid deep learning architecture for predicting acute kidney injury using patient record data and ultrasound kidney images
Sophia Shi
Pages: 1329-1345
Published online: 08 Sep 2021
AbstractforA novel hybrid deep learning architecture for predicting acute kidney injury using patient record data and ultrasound kidney images | Full Text | References | PDF (4.2 MB) | EPUB
  • 1571 Views
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Article
Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method
Arbena Musa, Kamer Vishi & Blerim Rexha
Pages: 1346-1360
Published online: 16 Sep 2021
AbstractforAttack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method | Full Text | References | PDF (682.8 KB) | EPUB
  • 2185 Views
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Article
A Novel Hybrid Feature Framework for Multi-View Age Estimation
A. Annie Micheal & P. Geetha
Pages: 1361-1387
Published online: 17 Sep 2021
AbstractforA Novel Hybrid Feature Framework for Multi-View Age Estimation | Full Text | References | PDF (4.1 MB) | EPUB
  • 718 Views
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Article
Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods
Sourav Kumar Purohit, Sibarama Panigrahi, Prabira Kumar Sethy & Santi Kumari Behera
Pages: 1388-1406
Published online: 20 Sep 2021
AbstractforTime Series Forecasting of Price of Agricultural Products Using Hybrid Methods | Full Text | References | PDF (6.8 MB) | EPUB
  • 5912 Views
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Article
Biometric Authentication from Photic Stimulated EEG Records
Ömer Kasim & Mustafa Tosun
Pages: 1407-1419
Published online: 17 Sep 2021
AbstractforBiometric Authentication from Photic Stimulated EEG Records | Full Text | References | PDF (1.3 MB) | EPUB
  • 1205 Views
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Article
A Comprehensive Literature Review of Application of Artificial Intelligence in Functional Magnetic Resonance Imaging for Disease Diagnosis
Ali Nawaz, Attique Ur Rehman, Tahir Mohammad Ali, Zara Hayat, Aqsa Rahim, Uzair Khaleeq Uz Zaman & Amad Rizwan Ali
Pages: 1420-1438
Published online: 31 Oct 2021
AbstractforA Comprehensive Literature Review of Application of Artificial Intelligence in Functional Magnetic Resonance Imaging for Disease Diagnosis | Full Text | References | PDF (2 MB) | EPUB
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Article
A Hybrid Machine Learning Model for Credit Approval
Cheng-Hsiung Weng & Cheng-Kui Huang
Pages: 1439-1465
Published online: 12 Oct 2021
AbstractforA Hybrid Machine Learning Model for Credit Approval | Full Text | References | PDF (2.6 MB) | EPUB
  • 2809 Views
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Article
Happiness Index Determination by Analyzing Satellite Images for Urbanization
Yasir Afaq & Ankush Manocha
Pages: 1466-1489
Published online: 26 Sep 2021
AbstractforHappiness Index Determination by Analyzing Satellite Images for Urbanization | Full Text | References | PDF (11.2 MB) | EPUB
  • 1021 Views
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Article
Integrating Nonlinear Interval Regression Analysis with a Remnant Grey Prediction Model for Energy Demand Forecasting
Yi-Chung Hu, Yu-Jing Chiu, Ching-Ying Yu & Jung-Fa Tsai
Pages: 1490-1507
Published online: 21 Sep 2021
AbstractforIntegrating Nonlinear Interval Regression Analysis with a Remnant Grey Prediction Model for Energy Demand Forecasting | Full Text | References | PDF (1 MB) | EPUB
  • 705 Views
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Article
Modified Student Psychology Based Optimization Algorithm for Economic Dispatch Problems
Subhamay Basu & Mousumi Basu
Pages: 1508-1528
Published online: 03 Oct 2021
AbstractforModified Student Psychology Based Optimization Algorithm for Economic Dispatch Problems | Full Text | References | PDF (1.1 MB) | EPUB
  • 917 Views
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Article
A Visual Navigation System for UAV under Diverse Illumination Conditions
Jiang Hai, Yutong Hao, Fengzhu Zou, Fang Lin & Songchen Han
Pages: 1529-1549
Published online: 29 Sep 2021
AbstractforA Visual Navigation System for UAV under Diverse Illumination Conditions | Full Text | References | PDF (20.3 MB) | EPUB
  • 3376 Views
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Article
A Credit Risk Model with Small Sample Data Based on G-XGBoost
Jian Li, Haibin Liu, Zhijun Yang & Lei Han
Pages: 1550-1566
Published online: 28 Oct 2021
AbstractforA Credit Risk Model with Small Sample Data Based on G-XGBoost | Full Text | References | PDF (1.8 MB) | EPUB
  • 3988 Views
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Article
An Enhanced Firefly Algorithm for Time ‎‎Shared Grid Task ‎Scheduling‎
Adil Yousif
Pages: 1567-1586
Published online: 13 Oct 2021
AbstractforAn Enhanced Firefly Algorithm for Time ‎‎Shared Grid Task ‎Scheduling‎ | Full Text | References | PDF (943.1 KB) | EPUB
  • 776 Views
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Article
Privacy Preserving Parallel Clustering Based Anonymization for Big Data Using MapReduce Framework
Josephine Usha Lawrance & Jesu Vedha Nayahi Jesudhasan
Pages: 1587-1620
Published online: 17 Oct 2021
AbstractforPrivacy Preserving Parallel Clustering Based Anonymization for Big Data Using MapReduce Framework | Full Text | References | PDF (7.4 MB) | EPUB
  • 1458 Views
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Article
Semi-Supervised Self-Training of Hate and Offensive Speech from Social Media
Safa Alsafari & Samira Sadaoui
Pages: 1621-1645
Published online: 25 Oct 2021
AbstractforSemi-Supervised Self-Training of Hate and Offensive Speech from Social Media | Full Text | References | PDF (1.7 MB) | EPUB
  • 1625 Views
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Article
A Multiobjective Discrete Grey Wolf Optimization Approach for Transactional and QoS-driven Web Services Composition
Sunita Jalal & Dharmendra Kumar Yadav
Pages: 1646-1684
Published online: 09 Nov 2021
AbstractforA Multiobjective Discrete Grey Wolf Optimization Approach for Transactional and QoS-driven Web Services Composition | Full Text | References | PDF (2 MB) | EPUB
  • 782 Views
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Article
Optimal Channel-set and Feature-set Assessment for Foot Movement Based EMG Pattern Recognition
Neha Hooda & Neelesh Kumar
Pages: 1685-1707
Published online: 17 Oct 2021
AbstractforOptimal Channel-set and Feature-set Assessment for Foot Movement Based EMG Pattern Recognition | Full Text | References | PDF (1.7 MB) | EPUB
  • 704 Views
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Article
Meltdown/Tantrum Detection System for Individuals with Autism Spectrum Disorder
Vikas Khullar, Harjit Pal Singh & Manju Bala
Pages: 1708-1732
Published online: 13 Oct 2021
AbstractforMeltdown/Tantrum Detection System for Individuals with Autism Spectrum Disorder | Full Text | References | PDF (5.9 MB) | EPUB
  • 5756 Views
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Article
A Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1
Heba M. Afify & Muhammad S. Zanaty
Pages: 1733-1745
Published online: 17 Oct 2021
AbstractforA Comparative Study of Protein Sequences Classification-Based Machine Learning Methods for COVID-19 Virus against HIV-1 | Full Text | References | PDF (1.3 MB) | EPUB
  • 1262 Views
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Article
Enhancing the Time Performance of Encrypting and Decrypting Large Tabular Data
Nguyen Thon Da & Ho Trung Thanh
Pages: 1746-1754
Published online: 22 Oct 2021
AbstractforEnhancing the Time Performance of Encrypting and Decrypting Large Tabular Data | Full Text | References | PDF (290.2 KB) | EPUB
  • 1050 Views
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Article
The Vehicle Routing Problem with Fuzzy Payloads considering Fuel Consumption
Paraskevi Zacharia, Christos Drosos, Dimitrios Piromalis & Michail Papoutsidakis
Pages: 1755-1776
Published online: 21 Oct 2021
AbstractforThe Vehicle Routing Problem with Fuzzy Payloads considering Fuel Consumption | Full Text | References | PDF (2.5 MB) | EPUB
  • 968 Views
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Article
Energy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST)
Vida Doryanizadeh, Amin Keshavarzi, Tajedin Derikvand & Mahdi Bohlouli
Pages: 1777-1802
Published online: 24 Oct 2021
AbstractforEnergy Efficient Cluster Head Selection in Internet of Things Using Minimum Spanning Tree (EEMST) | Full Text | References | PDF (4.2 MB) | EPUB
  • 1739 Views
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Article
Time Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model
Umer Khalil, Bilal Aslam, Umar Azam & Hafiz Muhammad Daniyal Khalid
Pages: 1803-1828
Published online: 22 Oct 2021
AbstractforTime Series Analysis of Land Surface Temperature and Drivers of Urban Heat Island Effect Based on Remotely Sensed Data to Develop a Prediction Model | Full Text | References | PDF (9.9 MB) | EPUB
  • 3328 Views
  • 6 CrossRef citations
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Article
Artificial Bee Colony-Artificial Neural Network (ABC-ANN) Hybrid Algorithm’s Performance on the Modeling of Thermodynamic Properties of a Refrigerant Gas (R404a)
Semih Ozden
Pages: 1829-1853
Published online: 22 Oct 2021
AbstractforArtificial Bee Colony-Artificial Neural Network (ABC-ANN) Hybrid Algorithm’s Performance on the Modeling of Thermodynamic Properties of a Refrigerant Gas (R404a) | Full Text | References | PDF (8.3 MB) | EPUB
  • 894 Views
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Article
A DBN-DEVS Extension for Modeling and Simulate Uncertain Systems
Sid Ahmed Mokhtar Mostefaoui, Bendaoud Mebarek & Mohamed Redha Djebbara
Pages: 1854-1868
Published online: 25 Oct 2021
AbstractforA DBN-DEVS Extension for Modeling and Simulate Uncertain Systems | Full Text | References | PDF (882.7 KB) | EPUB
  • 603 Views
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Article
Intelligent Detection and Real-time Monitoring of Engine Oil Aeration Using a Machine Learning Model
Vainatey Kulkarni, Xiaoye Han & Jimi Tjong
Pages: 1869-1886
Published online: 22 Oct 2021
AbstractforIntelligent Detection and Real-time Monitoring of Engine Oil Aeration Using a Machine Learning Model | Full Text | References | PDF (4.5 MB) | EPUB
  • 1005 Views
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Article
Strip Steel Defect Classification Using the Improved GAN and EfficientNet
Shengqi Guan, Jiang Chang, Hongyu Shi, Xu Xiao, Zhenhao Li, Xu Wang & Xizhi Wang
Pages: 1887-1904
Published online: 28 Oct 2021
AbstractforStrip Steel Defect Classification Using the Improved GAN and EfficientNet | Full Text | References | PDF (1.7 MB) | EPUB
  • 1707 Views
  • 5 CrossRef citations
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Article
A greenhouse modeling and control using deep neural networks
Latifa Belhaj Salah & Fathi Fourati
Pages: 1905-1929
Published online: 26 Oct 2021
AbstractforA greenhouse modeling and control using deep neural networks | Full Text | References | PDF (7.5 MB) | EPUB
  • 1628 Views
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Article
A New Approach for Optimal Sizing of a Grid Connected PV System Using PSO and GA Algorithms: Case of Tunisia
Imene khenissi, Mohamed Amine Fakhfakh, Raida Sellami & Rafik Neji
Pages: 1930-1951
Published online: 22 Oct 2021
AbstractforA New Approach for Optimal Sizing of a Grid Connected PV System Using PSO and GA Algorithms: Case of Tunisia | Full Text | References | PDF (1.4 MB) | EPUB
  • 2289 Views
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Article
Automatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features
S Alagu, Ahana Priyanka N, Kavitha G & Bhoopathy Bagan K
Pages: 1952-1969
Published online: 25 Oct 2021
AbstractforAutomatic Detection of Acute Lymphoblastic Leukemia Using UNET Based Segmentation and Statistical Analysis of Fused Deep Features | Full Text | References | PDF (8 MB) | EPUB
  • 2726 Views
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Article
Image Adaptive Contrast Enhancement for Low-illumination Lane Lines Based on Improved Retinex and Guided Filter
Hui Ma, Wenhao Lv, Yu Li & Yilun Liu
Pages: 1970-1989
Published online: 27 Oct 2021
AbstractforImage Adaptive Contrast Enhancement for Low-illumination Lane Lines Based on Improved Retinex and Guided Filter | Full Text | References | PDF (6.2 MB) | EPUB
  • 1261 Views
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Article
Predicting the Contribution of Mining Sector to the Gross Domestic Product (GDP) Index Utilizing Heuristic Approaches
Shirin Jahanmiri, Mostafa Asadizadeh, Aref Alipour, Samuel Nowak & Taghi Sherizadeh
Pages: 1990-2012
Published online: 29 Oct 2021
AbstractforPredicting the Contribution of Mining Sector to the Gross Domestic Product (GDP) Index Utilizing Heuristic Approaches | Full Text | References | PDF (6.3 MB) | EPUB
  • 1932 Views
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Article
Correlation-augmented Naïve Bayes (CAN) Algorithm: A Novel Bayesian Method Adjusted for Direct Marketing
Mohammad Rasoul Khalilpour Darzi, Majid Khedmati & Seyed Taghi Akhavan Niaki
Pages: 2013-2036
Published online: 01 Nov 2021
AbstractforCorrelation-augmented Naïve Bayes (CAN) Algorithm: A Novel Bayesian Method Adjusted for Direct Marketing | Full Text | References | PDF (3.8 MB) | EPUB
  • 1178 Views
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Article
A New Approach for Predicting the Future Position of a Moving Object: Hurricanes’ Case Study
Wided Oueslati, Sonia Tahri, Hela Limam & Jalel Akaichi
Pages: 2037-2066
Published online: 31 Dec 2021
AbstractforA New Approach for Predicting the Future Position of a Moving Object: Hurricanes’ Case Study | Full Text | References | PDF (5.3 MB) | EPUB
  • 1090 Views
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Article
A Convolutional Neural Network for Detecting Faults in Power Distribution Networks along a Railway: A Case Study Using YOLO
J. P. Augusto Costa & O. A. Carmona Cortes
Pages: 2067-2086
Published online: 31 Dec 2021
AbstractforA Convolutional Neural Network for Detecting Faults in Power Distribution Networks along a Railway: A Case Study Using YOLO | Full Text | References | PDF (17 MB) | EPUB
  • 1954 Views
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Article
Computing the Runs that Should Be Scored Every over When Chasing a Target in Limited-overs Cricket Using the A* Algorithm
Theviyanthan Krishnamohan
Pages: 2087-2101
Published online: 31 Oct 2021
AbstractforComputing the Runs that Should Be Scored Every over When Chasing a Target in Limited-overs Cricket Using the A* Algorithm | Full Text | References | PDF (2.6 MB) | EPUB
  • 927 Views
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Article
Power-Aware Characteristics of Matrix Operations on Multicores
Guruprasad Konnurmath & Satyadhyan Chickerur
Pages: 2102-2123
Published online: 29 Dec 2021
AbstractforPower-Aware Characteristics of Matrix Operations on Multicores | Full Text | References | PDF (4.1 MB) | EPUB
  • 718 Views
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Article
What Drives Financial Sector Development in Africa? Insights from Machine Learning
Isaac K. Ofori, Christopher Quaidoo & Pamela E. Ofori
Pages: 2124-2156
Published online: 05 Jan 2022
AbstractforWhat Drives Financial Sector Development in Africa? Insights from Machine Learning | Full Text | References | PDF (5.7 MB) | EPUB
  • 2248 Views
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Review

Systematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images
Dilovan Asaad Zebari, Dheyaa Ahmed Ibrahim, Diyar Qader Zeebaree, Habibollah Haron, Merdin Shamal Salih, Robertas Damaševičius & Mazin Abed Mohammed
Pages: 2157-2203
Published online: 02 Dec 2021
AbstractforSystematic Review of Computing Approaches for Breast Cancer Detection Based Computer Aided Diagnosis Using Mammogram Images | Full Text | References | PDF (940.3 KB) | EPUB
  • 6094 Views
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Open Access

Research Article

Article
A Data Mining Approach for Developing Online Streaming Recommendations
Shu-Hsien Liao, Retno Widowati & Hao-Yu Chang
Pages: 2204-2227
Published online: 07 Jan 2022
AbstractforA Data Mining Approach for Developing Online Streaming Recommendations | Full Text | References | PDF (3.4 MB) | EPUB
  • 2713 Views
  • 1 CrossRef citations
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Article
Prediction of Sulfur Content in Copra Using Machine Learning Algorithm
A. S. Sagayaraj, T. K. Devi & S. Umadevi
Pages: 2228-2245
Published online: 07 Jan 2022
AbstractforPrediction of Sulfur Content in Copra Using Machine Learning Algorithm | Full Text | References | PDF (4.7 MB) | EPUB
  • 2800 Views
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Article
Energy Efficient Optimal Resource Allocation in Multi-RAT Heterogeneous Network
Sanjoy Debnath, Anand Jee, Debarati Sen, Srimanta Baishya & Wasim Arif
Pages: 2246-2275
Published online: 15 Jan 2022
AbstractforEnergy Efficient Optimal Resource Allocation in Multi-RAT Heterogeneous Network | Full Text | References | PDF (2.3 MB) | EPUB
  • 1057 Views
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Article
Dormitory Assignment Using a Genetic Algorithm
Chih-Ching Chang & Che-Chern Lin
Pages: 2276-2297
Published online: 08 Jan 2022
AbstractforDormitory Assignment Using a Genetic Algorithm | Full Text | References | PDF (1.7 MB) | EPUB
  • 1843 Views
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Article
Texture Image Classification and Retrieval Using Multi-resolution Radial Gradient Binary Pattern
Latha Kumaresan Pavithra, Thangaswamy Sree Sharmila & P Subbulakshmi
Pages: 2298-2326
Published online: 07 Jan 2022
AbstractforTexture Image Classification and Retrieval Using Multi-resolution Radial Gradient Binary Pattern | Full Text | References | PDF (2.1 MB) | EPUB
  • 1471 Views
  • 3 CrossRef citations
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Article
Using Argumentation to Solve Conflicting Situations in Users’ Preferences in Ambient Assisted Living
C. L. Oguego, J.C. Augusto, M. Springett, M. Quinde & C. James-Reynolds
Pages: 2327-2369
Published online: 28 Oct 2021
AbstractforUsing Argumentation to Solve Conflicting Situations in Users’ Preferences in Ambient Assisted Living | Full Text | References | PDF (12.3 MB) | EPUB
  • 643 Views
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Article
Comparative Study of Human Skin Detection Using Object Detection Based on Transfer Learning
Ping Li, Hongliu Yu, Sujiao Li & Peng Xu
Pages: 2370-2388
Published online: 03 Mar 2022
AbstractforComparative Study of Human Skin Detection Using Object Detection Based on Transfer Learning | Full Text | References | PDF (4.2 MB) | EPUB
  • 1693 Views
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