SSRG - IJECE - Volume 12 Issue 9 - September 2025

S.No	Title/Author Name	Paper ID
1	Federated Learning with Interpretable Deep Models for Diabetes Prediction in Non-IID Settings Using the Flower Framework - Prachi Gawande, Yogita Dubey, Punit Fulzele	IJECE-V12I9P101
2	CyberAdaptAI: A Dynamic Ensemble Learning Framework for Real-Time Cyberattack Detection Using AdaptEnsembleNet - Nagamani Uddamari, P. Sammulal	IJECE-V12I9P102
3	Remote Sensing-Based Land Use and Land Cover Classification Using Deep Learning with Tuna Swarm Optimisation for Hyperparameter Tuning Process - G. S. Sravanthi, Arulselvi Gnanasekaran, G. S. Ramesh	IJECE-V12I9P103
4	Artificial Intelligence in Brinjal Phenotyping: A Review of Emerging Tools for Trait Characterization and Crop Improvement - Eshani Akansha Bisht, Anita Gehlot, Rajesh Singh, Charvi Joshi, Rahul Mahala	IJECE-V12I9P104
5	Hybrid Transformer-Based Resume Parsing and Job Matching Using TextRank, SBERT, and DeBERTa - Madhu Bala Myneni, Fathima Sha Quadhari	IJECE-V12I9P105
6	Enhancing Multi-Cell Dynamic TDD with Multi-Agent Deep Reinforcement Learning - Sarala Patchala, Sai Prasanth Kanuparthy, Vullam Nagagopiraju, Vijaya Babu Burra, Banda Snv Ramana Murthy, Rohini Rajesh Swami Devnikar	IJECE-V12I9P106
7	Deep Learning for 3D Indoor Localization: A CNN Approach with 802.11az Fingerprinting - Bharti Masram, Sonam Chopade, Vinita Kakani, Minal Patil, Monali Gulhane, Nitin Rakesh, Roshan Umate	IJECE-V12I9P107
8	Hybrid Approach for Word Recognition in Bilingual Natural Scene Images - Venkata B Hangarage, Gururaj Mukarambi	IJECE-V12I9P108
9	Path Aggregation Network based WATT-EffNet for Unmanned Aerial Image Classification - Nakkala Geetha, Gurram Sunitha	IJECE-V12I9P109
10	A GNN-Based Framework for Predicting Student Entrepreneurial Success - G. Raja Vikram, B. Prasad Yadav, S. Kranthi Reddy, A. Shreya, M. Muzammil	IJECE-V12I9P110
11	ICBIRS: Enhanced Content-Based Image Retrieval for High-Precision Image Matching with a Novel Convolutional Neural Network Variant - Ravindar Karampuri, Sushama Rani Dutta	IJECE-V12I9P111
12	Enhanced Facial Recognition Using CNN and GoogleNet: A High-Performance Framework - Sonam Chopade, J. M. Bhattad, Abhishek Madankar, Shital Telrandhe, Monali Gulhane, Prabhakar Khandait, Sadaf Hussain	IJECE-V12I9P112
13	Hybrid Metaheuristic-Driven Intrusion Detection System Using Opto-Romar Swarm Bee Genesis Optimization on IoT Network Data - Swetha A, Ramesh Sekaran, Annamalai S	IJECE-V12I9P113
14	OHNN: An Optimized Hybrid Neural Network for Intrusion Detection Systems Using TLBO and CTO - Shourya Shukla, Ajay Singh Raghuvanshi, Saikat Majumder	IJECE-V12I9P114
15	Smart ADAS for EVs: A Deep Learning Approach to Driver Detection and Safety Enhancement - Prasanna Moorthy V, Manjusha M, Revathi R, Josephin Shermila P	IJECE-V12I9P115
16	Even-Length Modified Linear Block Code for Space Links - Seema Talmale, B. K. Lande	IJECE-V12I9P116
17	A Residual Cross-Attention Fusion Network with Adaptive Focal-Margin Loss for Robust Dental Caries Detection from Intraoral Radiographs - Sheetal Kulkarni, N. Rama Rao	IJECE-V12I9P117
18	Intelligent Ransomware Detection Using Hybrid CNN-Bidirectional GRU with Optimized Training and Low Computational Overhead - M.S. Balamurugan, V. Rajendran, S. Suma Christal Mary	IJECE-V12I9P118
19	Ensemble Model for Educational Data Mining based on Synthetic Minority Oversampling Technique - R. Manoharan, M. Subi Stalin, Ganesh Babu Loganathan, K.Venkateswaran	IJECE-V12I9P119
20	Optimized Dynamic Spectrum Sharing for Cognitive Radio with Full-Duplex Primary Users, Enhancing 5G Networks' Spectral Efficiency by Mitigating Self-Interference - Manisha Rajput, P. Malathi	IJECE-V12I9P120

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SSRG - IJECE - Volume 12 Issue 9 - September 2025

Federated Learning with Interpretable Deep Models for Diabetes Prediction in Non-IID Settings Using the Flower Framework- Prachi Gawande, Yogita Dubey, Punit Fulzele

IJECE-V12I9P101

CyberAdaptAI: A Dynamic Ensemble Learning Framework for Real-Time Cyberattack Detection Using AdaptEnsembleNet- Nagamani Uddamari, P. Sammulal

IJECE-V12I9P102

Remote Sensing-Based Land Use and Land Cover Classification Using Deep Learning with Tuna Swarm Optimisation for Hyperparameter Tuning Process- G. S. Sravanthi, Arulselvi Gnanasekaran, G. S. Ramesh

IJECE-V12I9P103

Artificial Intelligence in Brinjal Phenotyping: A Review of Emerging Tools for Trait Characterization and Crop Improvement- Eshani Akansha Bisht, Anita Gehlot, Rajesh Singh, Charvi Joshi, Rahul Mahala

IJECE-V12I9P104

Hybrid Transformer-Based Resume Parsing and Job Matching Using TextRank, SBERT, and DeBERTa- Madhu Bala Myneni, Fathima Sha Quadhari

IJECE-V12I9P105

Enhancing Multi-Cell Dynamic TDD with Multi-Agent Deep Reinforcement Learning- Sarala Patchala, Sai Prasanth Kanuparthy, Vullam Nagagopiraju, Vijaya Babu Burra, Banda Snv Ramana Murthy, Rohini Rajesh Swami Devnikar

IJECE-V12I9P106

Deep Learning for 3D Indoor Localization: A CNN Approach with 802.11az Fingerprinting- Bharti Masram, Sonam Chopade, Vinita Kakani, Minal Patil, Monali Gulhane, Nitin Rakesh, Roshan Umate

IJECE-V12I9P107

Hybrid Approach for Word Recognition in Bilingual Natural Scene Images- Venkata B Hangarage, Gururaj Mukarambi

IJECE-V12I9P108

Path Aggregation Network based WATT-EffNet for Unmanned Aerial Image Classification- Nakkala Geetha, Gurram Sunitha

IJECE-V12I9P109

A GNN-Based Framework for Predicting Student Entrepreneurial Success- G. Raja Vikram, B. Prasad Yadav, S. Kranthi Reddy, A. Shreya, M. Muzammil

IJECE-V12I9P110

ICBIRS: Enhanced Content-Based Image Retrieval for High-Precision Image Matching with a Novel Convolutional Neural Network Variant- Ravindar Karampuri, Sushama Rani Dutta

IJECE-V12I9P111

Enhanced Facial Recognition Using CNN and GoogleNet: A High-Performance Framework- Sonam Chopade, J. M. Bhattad, Abhishek Madankar, Shital Telrandhe, Monali Gulhane, Prabhakar Khandait, Sadaf Hussain

IJECE-V12I9P112

Hybrid Metaheuristic-Driven Intrusion Detection System Using Opto-Romar Swarm Bee Genesis Optimization on IoT Network Data- Swetha A, Ramesh Sekaran, Annamalai S

IJECE-V12I9P113

OHNN: An Optimized Hybrid Neural Network for Intrusion Detection Systems Using TLBO and CTO- Shourya Shukla, Ajay Singh Raghuvanshi, Saikat Majumder

IJECE-V12I9P114

Smart ADAS for EVs: A Deep Learning Approach to Driver Detection and Safety Enhancement- Prasanna Moorthy V, Manjusha M, Revathi R, Josephin Shermila P

IJECE-V12I9P115

Even-Length Modified Linear Block Code for Space Links- Seema Talmale, B. K. Lande

IJECE-V12I9P116

A Residual Cross-Attention Fusion Network with Adaptive Focal-Margin Loss for Robust Dental Caries Detection from Intraoral Radiographs- Sheetal Kulkarni, N. Rama Rao

IJECE-V12I9P117

Intelligent Ransomware Detection Using Hybrid CNN-Bidirectional GRU with Optimized Training and Low Computational Overhead- M.S. Balamurugan, V. Rajendran, S. Suma Christal Mary

IJECE-V12I9P118

Ensemble Model for Educational Data Mining based on Synthetic Minority Oversampling Technique- R. Manoharan, M. Subi Stalin, Ganesh Babu Loganathan, K.Venkateswaran

IJECE-V12I9P119

Optimized Dynamic Spectrum Sharing for Cognitive Radio with Full-Duplex Primary Users, Enhancing 5G Networks' Spectral Efficiency by Mitigating Self-Interference- Manisha Rajput, P. Malathi

IJECE-V12I9P120

Federated Learning with Interpretable Deep Models for Diabetes Prediction in Non-IID Settings Using the Flower Framework
- Prachi Gawande, Yogita Dubey, Punit Fulzele

CyberAdaptAI: A Dynamic Ensemble Learning Framework for Real-Time Cyberattack Detection Using AdaptEnsembleNet
- Nagamani Uddamari, P. Sammulal

Remote Sensing-Based Land Use and Land Cover Classification Using Deep Learning with Tuna Swarm Optimisation for Hyperparameter Tuning Process
- G. S. Sravanthi, Arulselvi Gnanasekaran, G. S. Ramesh

Artificial Intelligence in Brinjal Phenotyping: A Review of Emerging Tools for Trait Characterization and Crop Improvement
- Eshani Akansha Bisht, Anita Gehlot, Rajesh Singh, Charvi Joshi, Rahul Mahala

Hybrid Transformer-Based Resume Parsing and Job Matching Using TextRank, SBERT, and DeBERTa
- Madhu Bala Myneni, Fathima Sha Quadhari

Enhancing Multi-Cell Dynamic TDD with Multi-Agent Deep Reinforcement Learning
- Sarala Patchala, Sai Prasanth Kanuparthy, Vullam Nagagopiraju, Vijaya Babu Burra, Banda Snv Ramana Murthy, Rohini Rajesh Swami Devnikar

Deep Learning for 3D Indoor Localization: A CNN Approach with 802.11az Fingerprinting
- Bharti Masram, Sonam Chopade, Vinita Kakani, Minal Patil, Monali Gulhane, Nitin Rakesh, Roshan Umate

Hybrid Approach for Word Recognition in Bilingual Natural Scene Images
- Venkata B Hangarage, Gururaj Mukarambi

Path Aggregation Network based WATT-EffNet for Unmanned Aerial Image Classification
- Nakkala Geetha, Gurram Sunitha

A GNN-Based Framework for Predicting Student Entrepreneurial Success
- G. Raja Vikram, B. Prasad Yadav, S. Kranthi Reddy, A. Shreya, M. Muzammil

ICBIRS: Enhanced Content-Based Image Retrieval for High-Precision Image Matching with a Novel Convolutional Neural Network Variant
- Ravindar Karampuri, Sushama Rani Dutta

Enhanced Facial Recognition Using CNN and GoogleNet: A High-Performance Framework
- Sonam Chopade, J. M. Bhattad, Abhishek Madankar, Shital Telrandhe, Monali Gulhane, Prabhakar Khandait, Sadaf Hussain

Hybrid Metaheuristic-Driven Intrusion Detection System Using Opto-Romar Swarm Bee Genesis Optimization on IoT Network Data
- Swetha A, Ramesh Sekaran, Annamalai S

OHNN: An Optimized Hybrid Neural Network for Intrusion Detection Systems Using TLBO and CTO
- Shourya Shukla, Ajay Singh Raghuvanshi, Saikat Majumder

Smart ADAS for EVs: A Deep Learning Approach to Driver Detection and Safety Enhancement
- Prasanna Moorthy V, Manjusha M, Revathi R, Josephin Shermila P

Even-Length Modified Linear Block Code for Space Links
- Seema Talmale, B. K. Lande

A Residual Cross-Attention Fusion Network with Adaptive Focal-Margin Loss for Robust Dental Caries Detection from Intraoral Radiographs
- Sheetal Kulkarni, N. Rama Rao

Intelligent Ransomware Detection Using Hybrid CNN-Bidirectional GRU with Optimized Training and Low Computational Overhead
- M.S. Balamurugan, V. Rajendran, S. Suma Christal Mary

Ensemble Model for Educational Data Mining based on Synthetic Minority Oversampling Technique
- R. Manoharan, M. Subi Stalin, Ganesh Babu Loganathan, K.Venkateswaran

Optimized Dynamic Spectrum Sharing for Cognitive Radio with Full-Duplex Primary Users, Enhancing 5G Networks' Spectral Efficiency by Mitigating Self-Interference
- Manisha Rajput, P. Malathi