SSRG - IJECE - Volume 12 Issue 7 - July 2025

S.No	Title/Author Name	Paper ID
1	A Semi-Supervised Ensemble Classification with Data Augmentation to Reduce Imbalanced Class Distribution in Big Data - S. Sindhu, S. Veni	IJECE-V12I7P101
2	Advancements in Brain Tumor Detection using Transfer Learning Model with CNN-based Multi-Head Attention for Tumor Type Classification - V. Chanemougavel, K. Jayanthi	IJECE-V12I7P102
3	Hyperspectral Image Compression Using Lightweight Deep Learning for Onboard UAV Applications - D. Balaji, S. Shiyamala	IJECE-V12I7P103
4	Enhancing Speech Emotion Recognition with Multi-Modal Hybrid Features and CNN - Rashmi Rani, Manoj Kumar Ramaiya	IJECE-V12I7P104
5	Ensuring QoS for NOMA Using GA Based Power Allocation Scheme with a Variant of Greedy Heuristic Pairing Algorithm - Najuk Parekh, Rutvij Joshi, Twinkle Doshi	IJECE-V12I7P105
6	EBiGRU: An Enhanced Bidirectional GRU-Based Multi-scale Neural Network for Intelligent Waste Segregation - Anupriya, Ratish Kumar	IJECE-V12I7P106
7	FedTaskRL: A Reinforcement Learning Based Framework for Efficient Task Scheduling in Federated Cloud Environments - M. Chandra Sekhar, P. Kumaraswamy, Nagendar Yamsani, Giri Babu K, Rajitha Kotoju	IJECE-V12I7P107
8	Enhancing Image Classification Performance through Hybrid Self-Supervised Learning Strategies - Deepa S, Sheetal, Alli A, Rashmi Siddalingappa	IJECE-V12I7P108
9	A Unified Review of Bandpass Filter Technologies for 5G: Challenges, Trends, and Metamaterial Solutions - Gauravkumar R. Asari, Priti J. Muliya, Urvisha N. Fatak, Shreeji H. Shah, Ami B. Gandhi	IJECE-V12I7P109
10	Query-by-Example Spoken Term Detection: A Systematic Review - Manisha Naik Gaonkar, Veena Thenakanidiyoor, A. D. Dileep	IJECE-V12I7P110
11	Development of a Welding Defect Detection System in Metalworking Parts Using Digital Image Processing with Deep Learning - Yngrid Xiomara Cruz Machaca, Alexander Javier Benavides Rojas	IJECE-V12I7P111
12	Smart Bot Detection for Twitter/X: A Systematic Analysis of Machine and Deep Learning based Methods - Rekha Jangra, Abhishek Kajal	IJECE-V12I7P112
13	AI-Enabled Early Detection of Fetal Gestational Age and CNS Anomalies in the First Trimester through Ultrasound to Support Rural Doctors in India - Vinita Gaikwad, Anamika Dhawan, Padma Nilesh Mishra, M. Kumarasamy	IJECE-V12I7P113
14	Hybrid Ensemble Deep Neural Network for Intrusion Detection (HEDNN ID) - Aluri Brahmareddy, S Meghana, S. Vishwa Kiran, K Sowjanya Bharathi, Bura Vijay Kumar	IJECE-V12I7P114
15	A Hybrid Algorithm for Optimising AUV Path Planning and Precise Node Localization in UWSNs Using Cluster-Based Geometric Search Method - R. Chiranth, K. Gopalakrishna	IJECE-V12I7P115
16	Improved Network Security in MANET using Dingo Optimizer with Attention Convolutional Neural Network-based Intrusion Detection and Classification Model - M.N.S. Gangadhar, T. Suresh, D. Sujatha	IJECE-V12I7P116
17	Social Spider Enhanced Multi-Layered ANN Routing Scheme for Wireless Sensor Networks Utilizing Internet of Things and Blockchain Technology - Jinsha Lawrence, Shaji K. A. Theodore, Dinesh Kumar Budagam, B. Rajalakshmi, K. Manojkumar, Srikanth Mylapalli	IJECE-V12I7P117
18	Development of a Buck Converter Training Kit for Power Electronics Laboratory Experiments - Krismadinata, Telvi Armaliany, Asnil	IJECE-V12I7P118
19	An Efficient and Scalable Mutual Symmetric Key Establishment and Management for IoT Devices - Ahmed S. Alfakeeh	IJECE-V12I7P119
20	Develop a Novel Weighed Quantum Ant Lion Optimization Algorithm to Enhance Security Mechanisms in Wireless Sensor Networks - A. Arivuselvi, C. Kalaiselvi	IJECE-V12I7P120
21	An Enhanced Distributed Energy-Efficient Clustering Protocol with Improved Weighed Quantum Particle Swarm Optimization for Dynamic Cluster Allocation and Coordinated Transmission in WSN to Improve Performance Measures - S. Hilda, C. Kalaiselvi	IJECE-V12I7P121
22	A Hybrid Deep Learning Model with Generative Adversarial Network for Abnormality Detection from Surveillance Videos - Ganta Raju, G. S. Naveen Kumar	IJECE-V12I7P122
23	Analysis of a Machine Learning-Assisted Perturbed Patch Antenna with Circular DGS for 6G - Prabhat Kumar Patnaik, Harish Chandra Mohanta, Ribhu Abhusan Panda, Dhruba C. Panda, M. Murali	IJECE-V12I7P123
24	An Enhanced Hybrid Approach for Real-Time Application-Layer DDoS Detection and Resilience in MANET Environments - Kiran M. Salunke, Suresh Kurumbanshi	IJECE-V12I7P124
25	Offline Signature Verification Using Pre-Trained Deep Convolution Neural Network: SqueezeNet - Bhimraj Prasai Chetry, Biswajit Kar	IJECE-V12I7P125
26	ForenSecure-AILSO: A Blockchain-Fuzzy Intelligence Framework for Resilient Cloud Forensics and Secure Log Management in Distributed Environments - Ragu Gnanaprakasam, Ramamoorthy Sriramulu, Poorvadevi Ramamoorthy	IJECE-V12I7P126
27	Meta-Learning For Image Forgery Detection: Tackling Class Imbalance With Focal Loss And Oversampling - M. Samel, A. Mallikarjuna Reddy	IJECE-V12I7P127
28	Impact of an Innovative Approach in the Management of the Electricity Network in Cameroon - Leger Nguewa Chuembou, Felix Paune, Luc Vivien Assiene Mouodo	IJECE-V12I7P128
29	Optimized Secure Handover in 5G Networks Using Lightweight Blockchain and Hierarchical Clustering - Kiran Mannem, Suresh Suggula, Srinivasulu Reddy Battu, Shilpa Bagade	IJECE-V12I7P129
30	Bot Detection and Multi-Level Encryption in Multiple Cloud Storage for Recommendation Systems - J. Chitra, S. K. Piramu Preethika	IJECE-V12I7P130
31	Advancements in Semiconductor Assembly, Testing, and Packaging: A Global and Regional Perspective - Vy Thi Thanh Huong, Huu Q. Tran	IJECE-V12I7P131
32	Adaptive User Authentication in Mobile Crowd Sensing via Nash Equilibrium Strategy Optimization - S. Domi Evangeline, G. Usha	IJECE-V12I7P132
33	Apriori-Enhanced Transformer with Federated Graph Neural Networks for Real-Time Dairy Process Optimization and Predictive Maintenance - V. Manochitra, A. Shaik Abdul Khadir	IJECE-V12I7P133
34	BSSA-BiT: A Big Data-Based IoT Intrusion Detection Model - S. Ravishankar, P. Kanmani	IJECE-V12I7P134
35	Design and Experimental Validation of a Miniaturized Ultrawideband Fractal Antenna with Defected Ground and Slot-Loaded Structure for X-Band Applications - Anand S. Deshkar, Soni Chaturvedi, A. A. Khurshid	IJECE-V12I7P135
36	Precision Agriculture: Machine Learning based Weather Prediction – A Comparative Study of Adaboost and Modified Adaboost Algorithm - A. Lavanya, B. Swapna	IJECE-V12I7P136

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SSRG - IJECE - Volume 12 Issue 7 - July 2025

A Semi-Supervised Ensemble Classification with Data Augmentation to Reduce Imbalanced Class Distribution in Big Data- S. Sindhu, S. Veni

IJECE-V12I7P101

Advancements in Brain Tumor Detection using Transfer Learning Model with CNN-based Multi-Head Attention for Tumor Type Classification- V. Chanemougavel, K. Jayanthi

IJECE-V12I7P102

Hyperspectral Image Compression Using Lightweight Deep Learning for Onboard UAV Applications- D. Balaji, S. Shiyamala

IJECE-V12I7P103

Enhancing Speech Emotion Recognition with Multi-Modal Hybrid Features and CNN- Rashmi Rani, Manoj Kumar Ramaiya

IJECE-V12I7P104

Ensuring QoS for NOMA Using GA Based Power Allocation Scheme with a Variant of Greedy Heuristic Pairing Algorithm- Najuk Parekh, Rutvij Joshi, Twinkle Doshi

IJECE-V12I7P105

EBiGRU: An Enhanced Bidirectional GRU-Based Multi-scale Neural Network for Intelligent Waste Segregation- Anupriya, Ratish Kumar

IJECE-V12I7P106

FedTaskRL: A Reinforcement Learning Based Framework for Efficient Task Scheduling in Federated Cloud Environments- M. Chandra Sekhar, P. Kumaraswamy, Nagendar Yamsani, Giri Babu K, Rajitha Kotoju

IJECE-V12I7P107

Enhancing Image Classification Performance through Hybrid Self-Supervised Learning Strategies- Deepa S, Sheetal, Alli A, Rashmi Siddalingappa

IJECE-V12I7P108

A Unified Review of Bandpass Filter Technologies for 5G: Challenges, Trends, and Metamaterial Solutions- Gauravkumar R. Asari, Priti J. Muliya, Urvisha N. Fatak, Shreeji H. Shah, Ami B. Gandhi

IJECE-V12I7P109

Query-by-Example Spoken Term Detection: A Systematic Review- Manisha Naik Gaonkar, Veena Thenakanidiyoor, A. D. Dileep

IJECE-V12I7P110

Development of a Welding Defect Detection System in Metalworking Parts Using Digital Image Processing with Deep Learning- Yngrid Xiomara Cruz Machaca, Alexander Javier Benavides Rojas

IJECE-V12I7P111

Smart Bot Detection for Twitter/X: A Systematic Analysis of Machine and Deep Learning based Methods- Rekha Jangra, Abhishek Kajal

IJECE-V12I7P112

AI-Enabled Early Detection of Fetal Gestational Age and CNS Anomalies in the First Trimester through Ultrasound to Support Rural Doctors in India- Vinita Gaikwad, Anamika Dhawan, Padma Nilesh Mishra, M. Kumarasamy

IJECE-V12I7P113

Hybrid Ensemble Deep Neural Network for Intrusion Detection (HEDNN ID)- Aluri Brahmareddy, S Meghana, S. Vishwa Kiran, K Sowjanya Bharathi, Bura Vijay Kumar

IJECE-V12I7P114

A Hybrid Algorithm for Optimising AUV Path Planning and Precise Node Localization in UWSNs Using Cluster-Based Geometric Search Method- R. Chiranth, K. Gopalakrishna

IJECE-V12I7P115

Improved Network Security in MANET using Dingo Optimizer with Attention Convolutional Neural Network-based Intrusion Detection and Classification Model- M.N.S. Gangadhar, T. Suresh, D. Sujatha

IJECE-V12I7P116

Social Spider Enhanced Multi-Layered ANN Routing Scheme for Wireless Sensor Networks Utilizing Internet of Things and Blockchain Technology- Jinsha Lawrence, Shaji K. A. Theodore, Dinesh Kumar Budagam, B. Rajalakshmi, K. Manojkumar, Srikanth Mylapalli

IJECE-V12I7P117

Development of a Buck Converter Training Kit for Power Electronics Laboratory Experiments- Krismadinata, Telvi Armaliany, Asnil

IJECE-V12I7P118

An Efficient and Scalable Mutual Symmetric Key Establishment and Management for IoT Devices- Ahmed S. Alfakeeh

IJECE-V12I7P119

Develop a Novel Weighed Quantum Ant Lion Optimization Algorithm to Enhance Security Mechanisms in Wireless Sensor Networks- A. Arivuselvi, C. Kalaiselvi

IJECE-V12I7P120

An Enhanced Distributed Energy-Efficient Clustering Protocol with Improved Weighed Quantum Particle Swarm Optimization for Dynamic Cluster Allocation and Coordinated Transmission in WSN to Improve Performance Measures- S. Hilda, C. Kalaiselvi

IJECE-V12I7P121

A Hybrid Deep Learning Model with Generative Adversarial Network for Abnormality Detection from Surveillance Videos- Ganta Raju, G. S. Naveen Kumar

IJECE-V12I7P122

Analysis of a Machine Learning-Assisted Perturbed Patch Antenna with Circular DGS for 6G- Prabhat Kumar Patnaik, Harish Chandra Mohanta, Ribhu Abhusan Panda, Dhruba C. Panda, M. Murali

IJECE-V12I7P123

An Enhanced Hybrid Approach for Real-Time Application-Layer DDoS Detection and Resilience in MANET Environments- Kiran M. Salunke, Suresh Kurumbanshi

IJECE-V12I7P124

Offline Signature Verification Using Pre-Trained Deep Convolution Neural Network: SqueezeNet- Bhimraj Prasai Chetry, Biswajit Kar

IJECE-V12I7P125

ForenSecure-AILSO: A Blockchain-Fuzzy Intelligence Framework for Resilient Cloud Forensics and Secure Log Management in Distributed Environments- Ragu Gnanaprakasam, Ramamoorthy Sriramulu, Poorvadevi Ramamoorthy

IJECE-V12I7P126

Meta-Learning For Image Forgery Detection: Tackling Class Imbalance With Focal Loss And Oversampling- M. Samel, A. Mallikarjuna Reddy

IJECE-V12I7P127

Impact of an Innovative Approach in the Management of the Electricity Network in Cameroon- Leger Nguewa Chuembou, Felix Paune, Luc Vivien Assiene Mouodo

IJECE-V12I7P128

Optimized Secure Handover in 5G Networks Using Lightweight Blockchain and Hierarchical Clustering- Kiran Mannem, Suresh Suggula, Srinivasulu Reddy Battu, Shilpa Bagade

IJECE-V12I7P129

Bot Detection and Multi-Level Encryption in Multiple Cloud Storage for Recommendation Systems- J. Chitra, S. K. Piramu Preethika

IJECE-V12I7P130

Advancements in Semiconductor Assembly, Testing, and Packaging: A Global and Regional Perspective- Vy Thi Thanh Huong, Huu Q. Tran

IJECE-V12I7P131

Adaptive User Authentication in Mobile Crowd Sensing via Nash Equilibrium Strategy Optimization- S. Domi Evangeline, G. Usha

IJECE-V12I7P132

Apriori-Enhanced Transformer with Federated Graph Neural Networks for Real-Time Dairy Process Optimization and Predictive Maintenance- V. Manochitra, A. Shaik Abdul Khadir

IJECE-V12I7P133

BSSA-BiT: A Big Data-Based IoT Intrusion Detection Model- S. Ravishankar, P. Kanmani

IJECE-V12I7P134

Design and Experimental Validation of a Miniaturized Ultrawideband Fractal Antenna with Defected Ground and Slot-Loaded Structure for X-Band Applications- Anand S. Deshkar, Soni Chaturvedi, A. A. Khurshid

IJECE-V12I7P135

Precision Agriculture: Machine Learning based Weather Prediction – A Comparative Study of Adaboost and Modified Adaboost Algorithm- A. Lavanya, B. Swapna

IJECE-V12I7P136

A Semi-Supervised Ensemble Classification with Data Augmentation to Reduce Imbalanced Class Distribution in Big Data
- S. Sindhu, S. Veni

Advancements in Brain Tumor Detection using Transfer Learning Model with CNN-based Multi-Head Attention for Tumor Type Classification
- V. Chanemougavel, K. Jayanthi

Hyperspectral Image Compression Using Lightweight Deep Learning for Onboard UAV Applications
- D. Balaji, S. Shiyamala

Enhancing Speech Emotion Recognition with Multi-Modal Hybrid Features and CNN
- Rashmi Rani, Manoj Kumar Ramaiya

Ensuring QoS for NOMA Using GA Based Power Allocation Scheme with a Variant of Greedy Heuristic Pairing Algorithm
- Najuk Parekh, Rutvij Joshi, Twinkle Doshi

EBiGRU: An Enhanced Bidirectional GRU-Based Multi-scale Neural Network for Intelligent Waste Segregation
- Anupriya, Ratish Kumar

FedTaskRL: A Reinforcement Learning Based Framework for Efficient Task Scheduling in Federated Cloud Environments
- M. Chandra Sekhar, P. Kumaraswamy, Nagendar Yamsani, Giri Babu K, Rajitha Kotoju

Enhancing Image Classification Performance through Hybrid Self-Supervised Learning Strategies
- Deepa S, Sheetal, Alli A, Rashmi Siddalingappa

A Unified Review of Bandpass Filter Technologies for 5G: Challenges, Trends, and Metamaterial Solutions
- Gauravkumar R. Asari, Priti J. Muliya, Urvisha N. Fatak, Shreeji H. Shah, Ami B. Gandhi

Query-by-Example Spoken Term Detection: A Systematic Review
- Manisha Naik Gaonkar, Veena Thenakanidiyoor, A. D. Dileep

Development of a Welding Defect Detection System in Metalworking Parts Using Digital Image Processing with Deep Learning
- Yngrid Xiomara Cruz Machaca, Alexander Javier Benavides Rojas

Smart Bot Detection for Twitter/X: A Systematic Analysis of Machine and Deep Learning based Methods
- Rekha Jangra, Abhishek Kajal

AI-Enabled Early Detection of Fetal Gestational Age and CNS Anomalies in the First Trimester through Ultrasound to Support Rural Doctors in India
- Vinita Gaikwad, Anamika Dhawan, Padma Nilesh Mishra, M. Kumarasamy

Hybrid Ensemble Deep Neural Network for Intrusion Detection (HEDNN ID)
- Aluri Brahmareddy, S Meghana, S. Vishwa Kiran, K Sowjanya Bharathi, Bura Vijay Kumar

A Hybrid Algorithm for Optimising AUV Path Planning and Precise Node Localization in UWSNs Using Cluster-Based Geometric Search Method
- R. Chiranth, K. Gopalakrishna

Improved Network Security in MANET using Dingo Optimizer with Attention Convolutional Neural Network-based Intrusion Detection and Classification Model
- M.N.S. Gangadhar, T. Suresh, D. Sujatha

Social Spider Enhanced Multi-Layered ANN Routing Scheme for Wireless Sensor Networks Utilizing Internet of Things and Blockchain Technology
- Jinsha Lawrence, Shaji K. A. Theodore, Dinesh Kumar Budagam, B. Rajalakshmi, K. Manojkumar, Srikanth Mylapalli

Development of a Buck Converter Training Kit for Power Electronics Laboratory Experiments
- Krismadinata, Telvi Armaliany, Asnil

An Efficient and Scalable Mutual Symmetric Key Establishment and Management for IoT Devices
- Ahmed S. Alfakeeh

Develop a Novel Weighed Quantum Ant Lion Optimization Algorithm to Enhance Security Mechanisms in Wireless Sensor Networks
- A. Arivuselvi, C. Kalaiselvi

An Enhanced Distributed Energy-Efficient Clustering Protocol with Improved Weighed Quantum Particle Swarm Optimization for Dynamic Cluster Allocation and Coordinated Transmission in WSN to Improve Performance Measures
- S. Hilda, C. Kalaiselvi

A Hybrid Deep Learning Model with Generative Adversarial Network for Abnormality Detection from Surveillance Videos
- Ganta Raju, G. S. Naveen Kumar

Analysis of a Machine Learning-Assisted Perturbed Patch Antenna with Circular DGS for 6G
- Prabhat Kumar Patnaik, Harish Chandra Mohanta, Ribhu Abhusan Panda, Dhruba C. Panda, M. Murali

An Enhanced Hybrid Approach for Real-Time Application-Layer DDoS Detection and Resilience in MANET Environments
- Kiran M. Salunke, Suresh Kurumbanshi

Offline Signature Verification Using Pre-Trained Deep Convolution Neural Network: SqueezeNet
- Bhimraj Prasai Chetry, Biswajit Kar

ForenSecure-AILSO: A Blockchain-Fuzzy Intelligence Framework for Resilient Cloud Forensics and Secure Log Management in Distributed Environments
- Ragu Gnanaprakasam, Ramamoorthy Sriramulu, Poorvadevi Ramamoorthy

Meta-Learning For Image Forgery Detection: Tackling Class Imbalance With Focal Loss And Oversampling
- M. Samel, A. Mallikarjuna Reddy

Impact of an Innovative Approach in the Management of the Electricity Network in Cameroon
- Leger Nguewa Chuembou, Felix Paune, Luc Vivien Assiene Mouodo

Optimized Secure Handover in 5G Networks Using Lightweight Blockchain and Hierarchical Clustering
- Kiran Mannem, Suresh Suggula, Srinivasulu Reddy Battu, Shilpa Bagade

Bot Detection and Multi-Level Encryption in Multiple Cloud Storage for Recommendation Systems
- J. Chitra, S. K. Piramu Preethika

Advancements in Semiconductor Assembly, Testing, and Packaging: A Global and Regional Perspective
- Vy Thi Thanh Huong, Huu Q. Tran

Adaptive User Authentication in Mobile Crowd Sensing via Nash Equilibrium Strategy Optimization
- S. Domi Evangeline, G. Usha

Apriori-Enhanced Transformer with Federated Graph Neural Networks for Real-Time Dairy Process Optimization and Predictive Maintenance
- V. Manochitra, A. Shaik Abdul Khadir

BSSA-BiT: A Big Data-Based IoT Intrusion Detection Model
- S. Ravishankar, P. Kanmani

Design and Experimental Validation of a Miniaturized Ultrawideband Fractal Antenna with Defected Ground and Slot-Loaded Structure for X-Band Applications
- Anand S. Deshkar, Soni Chaturvedi, A. A. Khurshid

Precision Agriculture: Machine Learning based Weather Prediction – A Comparative Study of Adaboost and Modified Adaboost Algorithm
- A. Lavanya, B. Swapna