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Volume 14, No. 6, 2023
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Article# Article Title & Authors (Volume 14, No. 6, 2023) Page
1
MFTs-Net: A Deep Learning Approach for High Similarity Date Fruit Recognition
Abdellah El Zaar*, Rachida Assawab, Ayoub Aoulalay, Nabil Benaya, Toufik Bakir, Smain Femmam, and Abderrahim El Allati
 1151
2
Improving Autonomous Vehicle Performance through Integration of an Image Deraining and a Deep Learning-Based Network for Lane Following
Hoang Tran Ngoc, Phuc Phan Hong, Anh Nguyen Quoc, and Luyl-Da Quach
 1159
3
Convolutional Neural Network-Based Fall Detection for the Elderly Person Monitoring
Kishanprasad G. Gunale, Prachi Mukherji, and Sumitra N. Motade*
 1169
4
Community Detection Methods in Library’s Books and Borrowers Social Network Segmentation
Tedy Setiadi*, Mohd Ridzwan Yaakub, and Azuraliza Abu Bakar
 1177
5
Deep Learning for Glaucoma Detection: R-CNN ResNet-50 and Image Segmentation
Marlene S. Puchaicela-Lozano, Luis Zhinin-Vera*, Ana J. Andrade-Reyes, Dayanna M. Baque-Arteaga, Carolina Cadena-Morejón, Andrés Tirado-Espín, Lenin Ramírez-Cando, Diego Almeida-Galárraga, Jonathan Cruz-Varela, and Fernando Villalba Meneses
 1186
6
Throughput Prediction in Dense IEEE 802.11 WLANs Using Graph Neural Networks
Rajasekar Mohan*, Aman Cyrano Dsouza, P. Punith, and J. Manikandan
 1198
7
Enhancing Sentiment Analysis on Social Media with Novel Preprocessing Techniques
Khouloud Safi Eljil*, Farid Nait-Abdesselam, Essia Hamouda, and Mohamed Hamdi
 1206
8
Smart and Guide Hat for Blind Persons in Smart Cities Using Deep Learning
Tariq S Almurayziq*, Naif Alotibi, Gharbi Alshammari, Abdullah Alshammari, and Mohammad Alsaffar
 1214
9
Onboard Processing of Drone Imagery for Military Vehicles Classification Using Enhanced YOLOv5
Vasavi S*, G. H. Raj, T. Sahithi, and Y. Suhitha
1221
10
Signature Algorithms with a Hidden Group, Based on Difficulty of Solving Systems of Quadratic Equations
Alla B. Levina, Aleksandr A. Moldovyan, Dmitrii N. Moldovyan, and Nicolay A. Moldovyan*
 1230
11
Towards a Transparent and an Environmental-Friendly Approach for Short Text Topic Detection: A Comparison of Methods for Performance, Transparency, and Carbon Footprint
Sami Al Sulaimani* and Andrew Starkey
 1240
12
Gradient Boosting and LSTM Based Hybrid Ensemble Learning for Two Step Prediction of Stock Market
Pratyush Ranjan Mohapatra, Ajaya Kumar Parida*, Santosh Kumar Swain, and Santi Swarup Basa
 1254
13
Observation-Centric with Appearance Metric for Computer Vision-Based Vehicle Counting
Allysa Kate Brillantes*, Edwin Sybingco, Robert Kerwin Billones, Argel Bandala, Alexis Fillone, and Elmer Dadios
 1261
14
Improved Model for Skin Illnesses Classification Utilizing Gray-Level Co-occurrence Matrix and Convolution Neural Network
Zahraa Jabbar Hussein*, Ahmed Mohammed Hussein, Ghadeer Ibrahim Maki, and Hadeel Qasem Gheni
 1273
15
A Deep Learning Based Effective Model for Brain Tumor Segmentation and Classification Using MRI Images
Gayathri T. and Sundeep Kumar K.*
 1280
16
Development of an Ensemble Modeling Framework for Data Analytics in Supply Chain Management
Chibuzor Udokwu, Robert Zimmermann, Patrick Brandtner*, and Tobechi Obinwanne
 1289
17
Identification and Classification of Diseases Based on Object Detection and Majority Voting of Bounding Boxes
Satanat Kitsiranuwat, Thitipong Kawichai, and Paisit Khanarsa*
 1301
18
M2FRED Analysis Using MobileNet and Siamese Neural Network
Riskie Annisa* and Benfano Soewito
 1312
19
DRLNet: A Deep Reinforcement Learning Network for Hybrid Features Extraction and Spectrum Sensing in Cognitive Radio Networks
Usha Rani M A* and Prashanth C R
 1321
20
A Framework for Youth Sentiment Analysis Using Natural Language Processing
Rasha A. ElStohy
 1331
21
Multi-criteria Collaborative Filtering Model Based on Contextual Rating Data
Hiep Xuan Huynh, Nghia Quoc Phan*, and Loi Tan Nguyen
 1339
22
Leveraging the Training Data Partitioning to Improve Events Characterization in Intrusion Detection Systems
Roberto Saia*, Salvatore Carta, Gianni Fenu, and Livio Pompianu
 1345
23
Flow Analysis of Vehicles on a Lane Using Deep Learning Techniques
Aruna Kumar Joshi* and Shrinivasrao B. Kulkarni
 1354
24
A Novel Sparse Image Reconstruction Based on Iteratively Reweighted Least Squares Using Diagonal Regularization
Bamrung Tausiesakul and Krissada Asavaskulkiet*
 1365
25
Synthetic Financial Time Series Generation with Regime Clustering
Kirill Zakharov*, Elizaveta Stavinova, and Alexander Boukhanovsky
 1372
26
Kazakh Speech Recognition: Wav2vec2.0 vs. Whisper
Zhanibek Kozhirbayev
 1382
27
An Efficient CSPK-FCM Explainable Artificial Intelligence Model on COVID-19 Data to Predict the Emotion Using Topic Modeling
Priya C. and Durai Raj Vincent P. M.*
 1390
28
Development of Interactive System of Robotic Head
Tran Quang Huy and Nguyen Truong Thinh*
 1403
29
Enhancing Prediction Accuracy in Gastric Cancer Using High-Confidence Machine Learning Models for Class Imbalance
Danish Jamil*, Sellappan Palaniappan, Muhammad Naseem, and Asiah Lokman
 1410
30
Enhancing Depression Prediction Accuracy Using Filter and Wrapper-Based Visual Feature Extraction
Suresh Mamidisetti* and A. Mallikarjuna Reddy
1425
31
Implementation of Quasi-Newton Method Based on BFGS Algorithm for Identification and Optimization of Signal Propagation Loss Model Parameters
Joseph Isabona, Odesanya Ituabhor, Sayo A. Akinwumi*, and Theophilus E. Arijaje
 1436
32
Vision-Based Monitoring and Control for 3D Printing Process with Dynamic ROI and Path Modification Algorithm
Shinichi Ishikawa*, Takahito Yamashita, and Ryosuke Tasaki
 1443
33
Neural Network-Based Crowd Counting Systems: State of the Art, Challenges, and Perspectives
Augustine George, Vinothina V*, and Jasmine Beulah G
 1450
34
Survival Prediction in Glioblastoma Using Combination of Deep Learning and Hand-Crafted Radiomic Features in MRI Images
Ying Zhuge, Holly Ning, Jason Y. Cheng, Erdal Tasci, Peter Mathen, Kevin Camphausen, Robert W. Miller, and Andra V. Krauze*
 1461