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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