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International Journal of Performability Engineering, Volume 21
Volume 21, Number 1, 2025
- Updesh Kumar Jaiswal, Amarjeet Prajapati:

An Effective PSO-Driven Method for Test Data Generation in Branch Coverage Software Testing. 1 - Archana Sharma, Dharmveer Singh Rajpoot:

A DNN Anti-Predatory Algorithm-Based Model to Enhance the Efficiency of Software Effort Estimation. 10 - Anita Rani

, Vinay Bhardwaj:
Optimized 3D Rectangular Filtration for Routing in FANETs. 24 - Arpna Saxena, Sangeeta Mittal

:
CluSHAPify: Synergizing Clustering and SHAP Value Interpretations for Improved Reconnaissance Attack Detection in IIoT Networks. 36 - Seema Kalonia, Amrita Upadhyay:

Comparative Analysis of Machine Learning Model and PSO Optimized CNN-RNN for Software Fault Prediction. 48 - Megha Jain, Dhiraj Pandey

:
HRCM: An Approach using Blockchain Technology in Healthcare-Record Chain Management. 56
Volume 21, Number 2, 2025
- Akanksha Mehndiratta

, Krishna Asawa:
Modeling Discourse for Dialogue Systems using Spectral Learning. 65 - Sidali Bacha:

Evaluation of the Dynamic Behavior of Critical Systems using the Mixture Weibull Proportional Hazard Model: A Case Study of a Gas Turbine. 74 - Vibha Mani, Shruti Jaiswal:

Comparative Analysis of Hash Functions in Blockchain for Implementation of Blockchain on a Resource-Constrained System. 84 - Ashu Mehta

, Navdeep Kaur, Amandeep Kaur:
Addressing Class Imbalance in Software Fault Prediction using BVPC-SENN: A Hybrid Ensemble Approach. 94 - Meroua Sahraoui

, Ahmed Bellaouar:
Improving Industrial Production Efficiency: A Hybrid Approach to Dynamic Scheduling - A Case Study. 104 - Pancham Singh, Updesh Kumar Jaiswal, Eshank Jain, Nikhil Kuamr, Vimlesh Mishra:

A Novel Methodology Utilizing Modern CCTV Cameras and Software as a Service Model for Crime Detection and Prediction. 112
Volume 21, Number 3, 2025
- Ashu Mehta

, Navdeep Kaur, Amandeep Kaur:
A Review of Software Fault Prediction Techniques in Class Imbalance Scenarios. 123 - Neetu Sardana, Sneh Prabha:

Optimizing Latent Dirichlet Allocation using Metaheuristic Technique: A Comparative Study. 131 - Vikas Modgil, Parveen Sihmar

:
Petri Net-Based Decision Support System for Maintenance Prioritization in Butter Oil Production Systems. 141 - Amrita Upadhyay, Seema Kalonia:

Data Driven Software Quality Assessment: Correlation Analysis of Code Metrics and Fault-Proneness. 149 - Vikas Vikas

, Wahi Charu
, Bharat Bhushan Sagar, Manisha Manjul:
Trust Management in WSN using ML for Detection of DDoS Attacks. 157 - Rajendra Kumar Bharti, Sonia Sharma:

Intelligent Job Allocation and Adaptive Migration in Cloud Environments using a Dynamic Dual-Threshold Strategy. 168
Volume 21, Number 4, 2025
- Liu Pan, ze Yang Zhong, Luo Ruyi, hao Li Yi:

Leveraging Large Language Models for Iterative Software Error Tracking: A Case Study with VirtualBox. 179 - Hulwan Dattatray, Rajurkar Avadhoot, Gaikwad Adwait:

Implementation of Industry 4.0 in Manufacturing Industry: An Autonomous Mobile Robots Case Study. 188 - Kumar Santosh, Kumar Goyal Sandip:

A Meta-Heuristic Framework for Trust Establishment in Social Cloud Computing. 209 - Badotra Sumit:

Machine Learning Enabled Model Against DDoS Detection using Software Defined Networking. 219 - Meroua Sahraoui

, Ahmed Bellaouar, Sané Abdoul-Razac, Maliki Fouad:
Multi-Objective Optimization of Production Lines using Multi-Agent Systems Modeling and Genetic Algorithms: A Case Study. 226
Volume 21, Number 5, 2025
- Qian Zhang, Dongcheng Li:

Fusion Mutation-Based Test Generation and XGBoost-Driven Prioritization for Image Classification DNNs. 235 - Syed Mohsin Bukhari, Ishan Kumar:

Real-Time AI in Surgery: A Review of Precision, Innovation, and Future Directions in Surgical Assistance. 249 - Latika Pinjarkar, Devanshu Sawarkar

, Pratham Agrawal
, Devansh Motghare
, Nidhi Bansal
:
Multi Object Image Captioning via CNNs and Transformer Model. 259 - Isha, Anjali, Karuna Sharma, Kirti, Pratap Vibha:

Causality Extraction and Reasoning from Text. 269 - Suman Lata, Dheerendra Singh, Gaurav Raj:

Enhancing Cloud Load Balancing with Multi-Objective Optimization in Task Scheduling. 278 - S. Divya Bharathi, S. Veni:

Geographical Energy-Aware Data Aggregation using Mobile Sinks (GEADAMS) Algorithm in Wireless Sensor Networks to Minimize Latency. 288
Volume 21, Number 6, 2025
- Sonu Mittal

, Tanya Gupta:
Comparative Analysis of Efficient Text Classification Models using Pre-Trained Transformers. 299 - Ramya Rajamanickam

, Renu Mishra, Saumya Chaturvedi:
A Hybrid Cryptographic Framework for Privacy-Preserving and Securing Blockchain Transactions. 308 - Sharma Ji

, Abhishek Kumar Mishra:
An Efficient Security Framework for 5G DDoS Attack using Machine Learning and Deep Learning. 316 - Sushant Kumar Singh:

Emotion-Aware Music Recommendation System using Facial Expression Analysis. 326 - Lakshay Pawar:

Design and Development of an AI-Powered Cold Mail Generator. 332 - Kumar Vaibhav Bhatnagar, Rashmi Kushwah:

Energy-Aware Adaptive Mechanism for LoRaWAN-Based Multi-Hop Networks. 339
Volume 21, Number 7, 2025
- Yeer Tang, Shi Feiqian, Liu Yutong, Xingyue Jin, Yixin Feng:

An Automated Software Performance Testing Technology Based on Chaos Engineering and Application Scenarios. 351 - Sharma Ji

, Mishra Abhishek:
A Hybrid Deep Learning-Based IoT System Security Framework for 5G-Enabled Smart Cities. 361 - Patil Tejaswini, Sandeep Uttam Mane

:
Multi-Objective Hybrid Approach for Solving the Multi-Objective Constrained Electric Vehicle Routing Problem. 372 - Belkhiri Abdelghani, Souheila Bouam, Chafik Arar:

ELAREES: An Energy-Aware and Reliable Task Scheduling Algorithm for Heterogeneous Multiprocessor Real-Time Systems. 382 - Roy Somen, Pillai Jyothi, Thomas Ani:

Enhancing Real-Time Session-Based Recommendation System using Light Graph Convolutional Network. 392 - Mehta Sunaina, Sushil Bhardwaj

:
Comparative Performance Analysis of Load Balancing Techniques in Cloud Computing. 401
Volume 21, Number 8, 2025
- Mahdjoubi Roussafi

, Laskri Mohamed Tayeb:
Tackling Arabic NLP Challenges: POS-Tagging with Transformer-Based Models and Nuanced Evaluation. 411 - Huthaifa AL-Khazraji, Mohammed Majid Msallam

:
A Two-Stage Model for Condition-Based Maintenance using Machine Learning Algorithms. 422 - Singh Baljeet:

Enhancing Software Reliability in Industrial Mechatronics through Anomaly Detection Models. 429 - Preety Preety, Sharma Shubham Kumar

:
Serverless Architectures for Scalable and Cost-Efficient Information Systems in SMEs. 438 - Kumar Anuj

, Krishna Kant Agrawal:
Performance Comparison of ES-DEEC, ECRR, DEEC, and IOT-DEEC Routing Protocols in Smart City IoT-WSNs. 450 - Vikas Vikas

, Prasad Rajesh, Upadhyay Santosh Kumar, Kumar Amit:
Zero Trust-Driven Anomaly Detection Framework for Wireless Sensor Networks. 463
Volume 21, Number 9, 2025
- Singh Kahlon Gagandeep, Rajeev Kumar Bedi, Sunil Kumar Gupta:

A Comparative Review on Blockchain and Anonymization Based Techniques for Security in Cloud Computing. 473 - Aparna Shrivastava, Potukuchi Raghu Vamsi

:
Enhancing Performance of Quadratic Discriminant Analysis with Marginal Mahalanobis Distance Transformation. 485 - Rajurkar Avadhoot, Darda Aakash, Mishra Aaryaman, Barsaniya Aayush, Roy Abhaykumar:

StudyPalz: A Personalized Academic Learning Path Recommendation System. 496 - Mahajan Neetu Narang, Kaur Parmeet

:
Fault-Tolerant Resource Optimization using Bi-LSTM with Attention in Cloud Computing. 506 - Ankur Sisodia, Swati Vishnoi:

ASEIP: Adaptive Secure Energy-Efficient IoT Protocol for Unified Terrestrial and Underwater IoT Environments. 521 - Prasad Rajesh, Gupta Gracy, Agarwal Kanishka, Garg Malika, Raza Ansari Mohd Asjad:

Real-Time Fault Detection in Industrial Machinery using Thermal Imaging and Machine Learning. 529
Volume 21, Number 10, 2025
- Saldana Cathryn I., Zizhao Chen, W. Eric Wong, Chih-Wei Hsu:

Improving Teen Safety in the Digital World: An Evaluation of Popular LLM-Based Chatbots. 539 - Vishnoi Swati

, Pareek Meenakshi:
Edge-Aware Possibilistic Clustering with Uncertainty-Weighted Ensemble Learning for Land Cover Mapping. 549 - Naqvi Abiha, Jain Apeksha, Goyal Avisha, Verma Ankita:

Understanding Code Quality: A Qualitative Evaluation of LLM-Generated vs. Human-Written Code. 559 - Menon Vineeth, J. V. Bibal Benifa, K. T. Christy:

HDBiTweeC: A Novel Dynamic Clustering Algorithm for Tweets. 572 - Kamble Dhwaniket, Bartere Mahip:

Unified Attention-Guided Digital Forensic Framework for Enhanced Forgery Detection. 583 - Kamaljit Singh Saini

, Sumit Chaudhary:
HydraBoost++: An Optimized Deep Fusion Network for Multi-Class Intruder Detection in IoT Network Security. 593
Volume 21, Number 11, 2025
- Soni Sunil Kumar, Awasthi Monisha:

MHEMOCS: Metaheuristic-Based Multi-Objective Cloud Scheduling Framework for Homogeneous and Heterogeneous Cloud Environments. 605 - G. Mahesh, Mishra Renu:

PCBQC: A Blockchain-Based, Patient-Centric EHR Management Framework using Hybrid Post-Quantum Lattice Cryptographic Algorithms. 617 - Jain Taniya, Pushpendra Kumar Verma

:
Adaptive Network Topology Based on Real-Time Multi-Spectral Analysis. 627 - Chauhan Puneet

, Teotia Shashiraj:
Real-Time Behavioral Analysis for Ransomware Response: A Framework Leveraging Machine Learning and Threat Intelligence Feeds. 639 - Krishan Pal, Kishor Amit:

Securing Blockchain Data Transactions: A Novel Cryptographic Framework for Enhanced Security and Efficiency. 651 - Moudjib Moudjib Errahmane, Abdelhakim Hannousse:

Intrusion Detection System using Outlier Analysis for Adaptive Detection of Unknown Attacks. 661
Volume 21, Number 12, 2025
- Preety Preety, Pushpendra Kumar Verma

:
Managing AI-Powered Cyber Threats, Adversarial Attacks, and Ensuring Ethical AI Alignment with Human Values. 673 - Shanker Singh Shiv, Kumar Ajitesh:

Explainable Adaptive Fusion and Multi-Hop Attention (EAF-MA): an Interpretable Framework for Robust Visual Question Answering. 686 - Ram Chatterjee, Pandey Mrinal, Hardeo Kumar Thakur, Anand Gupta:

Fortifying Fake Review Detection using Feature Engineered Revised Star Rating and Explainable AI. 697 - Bhatt Ashish

, Chaudhary Sumit, Kuksal Rashmi:
Implementation of 5-Qubit Quantum Search Algorithm with Analysis of Complexity and Scalability. 705 - G. Hemalatha

, G. Vijayalakshmi:
Performance Analysis of Multi-State-Out-of-N System using Sumudu Transform with Fermatean Fuzzy Sets. 714 - Neha Sharma, Tyagi Sanjay:

A Dual Firefly-Optimized Multimodal Emotion Detection Framework for Social Media. 725

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