Volume 16

ForenXAI: An Intelligent Deep Learning Framework for Forensic Document Verification and Forgery Detection for Police Evidence

Authors: S. Nandhini Devi, and Dr.N. Sabiyath Fatima

DOI: 10.58346/JISIS.2026.I1.011

Pages: 181-207

Keywords: Forensic Document Verification, Forgery Detection, Cross-Modal Deep Learning, SHAP Explainability, Resnet50-CBAM, LSTM Attention, Dual-Stream Transformer, Risk Scoring.

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A Comparison of the Effects of a Digital Adoption Platform on Product Lifecycle Management Software

Authors: Valentin Jousseaume, Romain Pinquié, François Fraysse, Emmanuel Esquieu, and Frédéric Segonds

DOI: 10.58346/JISIS.2026.I1.010

Pages: 160-180

Keywords: Digital Adoption Platform, Product Lifecycle Management, Usability.

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Enhancing Smart Agriculture Based on UAV-Assisted Spraying Route Planning Optimization

Authors: Amit Sharma, Dr.A.J. Sharath Kumar, Rajat Saini, K.N. Raja Praveen, Trapty Agarwal, and Ashmeet Kaur

DOI: 10.58346/JISIS.2026.I1.009

Pages: 143-159

Keywords: Smart agriculture, Policy Gradient Method (PG), Spraying, Unmanned Aerial Vehicle (UAV), Route Planning.

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Early Warning System for Firearm Detection on University Campuses Using Computer Vision

Authors: Freddy Tapia León, José Danilo Collahuazo, Paola Cristina Farinango, Cesar Chiliquinga, Luis Tello-Oquendo, and Johanna Rivera

DOI: 10.58346/JISIS.2026.I1.008

Pages: 127-142

Keywords: Firearm Detection, Artificial Vision, Convolutional Neural Networks, Early Warning, Educational Institutions.

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Innovative Mechanism for Smart Agriculture with Identification of UAV-Aided Spray Areas

Authors: Amit Sharma, Ved Prakash Mishra, Dr. Hirald Dwaraka Praveena, Dr.V. Selvakumar, Manpreet Singh, and V. Haripriya

DOI: 10.58346/JISIS.2026.I1.007

Pages: 111-126

Keywords: Unmanned Aerial Vehicles (UAVs), Smart Agriculture, Local Binary Patterns, Clonal Flower Pollination Integrated Adaptive Radial Deep Neural Network (CFPOARDNN).

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Context-Aware Attendance Prediction in Mobile Learning Environments Using LSTM Networks for Sustainable Educational Systems

Authors: Dr. Khadija Alhumaid, Mona Malalla Al Hammadi

DOI: 10.58346/JISIS.2026.I1.006

Pages: 92-110

Keywords: Security, Trust, Privacy-Preserving Learning, Context-Aware Systems, Mobile Learning, LSTM Networks, Predictive Attendance Modeling, Educational Sustainability.

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A Personalized Federated Deep Reinforcement Learning Framework with Hierarchical Control and Edge Aggregation for Scalable Real-Time Traffic Prediction

Authors: V. Mohammed Hussain, Dr.A. Abdul Azeez Khan, Dr.K. Javubar Sathick, and Dr.L. Arun Raj

DOI: 10.58346/JISIS.2026.I1.005

Pages: 70-91

Keywords: Personalized Federated Learning (PFL), Deep Reinforcement Learning (DRL), Hierarchical Control, Mobile Crowd Sensing (MCS), Intelligent Transportation Systems (ITS), Scalable Traffic Management, Spatio-Temporal Data Analytics.

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The Model of Software Effort Estimation in the Context of Methodology Agile and Software Development

Authors: Shahad Wissam Abdulfattah Khattab, and Jamal Salahaldeen Alneamy

DOI: 10.58346/JISIS.2026.I1.004

Pages: 49-69

Keywords: Software, Effort Estimation, Methodology Agile, Machine Learning, Ensemble Models, Agile Software Development, Data Privacy.

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Optimizing Sustainability of Smart Farming with IoT-Assisted Novel Framework

Authors: Ashvin B Amale, Dr.K.V. Pradeep, A.J. Rishabh Bhardwaj, Dr. Neeta Mazumdar, Dr. Sachin S Pund, and Bhuvana Jayabalan

DOI: 10.58346/JISIS.2026.I1.003

Pages: 31-48

Keywords: Smart Farming (SF), Agricultural, Internet of Things (IoT), Crop Prediction, Dynamic Artificial Fish Swarm Driven XGBoost (DAFS-XGBoost).

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Leveraging Artificial Intelligence and Unmanned Aerial Vehicle Internet of Things Synergy to Optimize and Enhance Robust Communication Networks in Underserved and Remote Regions

Authors: Dr. Mohamed Syed Ibrahim, Dr. Syed Amma Sheik, and Dr. Choo Wou Onn

DOI: 10.58346/JISIS.2026.I1.002

Pages: 17-30

Keywords: Unmanned Aerial Vehicles, Industry, Innovation and Infrastructure, Drones, Routing.

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