JoWUA

Volume 17

Design and Analysis of a Nested Triangular Microstrip Bandpass Filter for Multiband Wireless Applications

Authors: Mustafa Abd Al-Aress Jabur, Rami Qays Malik, Zahraa Hashim Kareem, Aqeel H. Al-Fatlawi, Ahmed R. Mathloom, and Amjed Abbas Ahmed

DOI: 10.58346/JOWUA.2026.I1.011

Pages: 170-190

Keywords: Nested Triangular Resonator, Complementary Split-ring Resonator (CSRR), Microstrip Bandpass Filter, Multiband Wireless Applications, Transmission Zeros, RO3003 Substrate.

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A Novel Approach to Transform, Store, and Analyze Real-Time Data Streams in Edge Computing Environments

Authors: Neetu Venugopal Pillai, and Dr. Prashant Premji Nitnaware

DOI: 10.58346/JOWUA.2026.I1.012

Pages: 191-208

Keywords: Edge Computing, Adaptive Two-Stage Unscented Kalman Filter, Finite Basis Physics-Informed Neural Networks.

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Unsupervised Feature Selection Using the Atomic Orbital Search Algorithm for Information Retrieval

Authors: Sattam Abdallah Alyusuf, and Mohd Zakree Ahmad Nazri

DOI: 10.58346/JOWUA.2026.I1.013

Pages: 209-228

Keywords: Unsupervised Feature Selection, Atomic Orbital Search, Mechanistic Optimization, Text Mining, Information Retrieval, Dimensionality Reduction.

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Improving Android Malware Detection with Convolutional Neural Networks and Long Short-Term Memory

Authors: Dr. Rafid Sagban, Dr. Rana Hikmet Tobia Saloom, and Dr. Naseer Ali Hussien

DOI: 10.58346/JOWUA.2026.I1.014

Pages: 229-250

Keywords: Malicious Software, Hackers, Dynamic Analysis, Encryption, Convolutional Neural Network (CNN), Security Protocols, Mobile Networks, Ubiquitous Computing.

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AI-IoT-Enabled Crop Monitoring Through Crop Stage and Leaf Disease Identification Using PECFIS and DGBESCNN

Authors: Dr.R.M. Jagadish, Dr. Chin-Shiuh Shieh, Dr. Mohammed Ali Hussain, and D.C. Subhashree

DOI: 10.58346/JOWUA.2026.I1.015

Pages: 251-273

Keywords: Internet of Things (Iot), Artificial Intelligence (AI), Crop Stage, Nutrient Deficiency, Leaf Disease, Crop Monitoring, HSV Color Intensity.

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Early Detection of Multilingual Mental Health Depression Using Pretrained Transformers and Machine Learning

Authors: Ali Sami Azeez, Osama Abduljaleel Ali, Nawar Abbood Fadhil, and Dr. Ali Mohammed Sahan

DOI: 10.58346/JOWUA.2026.I1.016

Pages: 274-293

Keywords: Multilingual Depression Detection, Mental Health Analytics, Social Media Mining, Transformer Models, XLM-RoBERTa, Machine Learning, Natural Language Processing, Digital Mental Health.

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Bayesian-Enhanced LSTM for Channel Estimation and Spectrum Sensing in Cognitive Radio Sensor Networks with NOMA

Authors: Asha Sugumar, and Dr. Janani Selvaraj

DOI: 10.58346/JOWUA.2026.I1.017

Pages: 294-310

Keywords: Cognitive Radio Sensor Networks (CRSN), Non-Orthogonal Multiple Access (NOMA), Bayesian Neural Networks (BNNs), Long Short-Term Memory (LSTM), Channel Estimation, Spectrum Sensing.

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Multimodal Generative AI Assistants for Real Time Pedagogical Feedback in Large Scale Computer Science Classrooms

Authors: Rayxona Tillayeva, Kamola Raimova, Gafur Namazov, Farkhad Usmanov, Nozima Nasriddinova, Gulchekhra Khazratova, and Feruza Baymanova

DOI: 10.58346/JOWUA.2026.I1.018

Pages: 311-329

Keywords: Multimodal Generative AI, Technology Acceptance Model, Real-Time Pedagogical Feedback, Intelligent Tutoring Systems, AI Tutoring, Student Engagement, Learning Analytics.

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Edge-Enabled Deep Convolutional Neural Networks for Real-Time Fruit Defect Detection in Mobile and Wireless Sensor Networks

Authors: Trinugi Wira Harjanti

DOI: 10.58346/JOWUA.2026.I1.019

Pages: 330-351

Keywords: Deep Convolutional Neural Network, Fruit Image Processing, Defect Detection, GoogleNet, Transfer Learning, Data Augmentation.

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Development of an Optimized Deep Learning Model for Automated Detection of Pigeon Pea Leaf Diseases Using Convolutional Neural Network

Authors: Anupam Patil, and Dr. Virupakshappa

DOI: 10.58346/JOWUA.2026.I1.020

Pages: 352-372

Keywords: Leaf Images, Modified Convolutional Neural Network, Resnet50, Classification Systems, and Mobilenetv2.

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