Volume 21, Number 1 (2026)

CONTENTS

Speech-Based Aggression Analysis Using Semantic Cues and Pitch Dynamics

1-9
S.J.Priscilla and M.Vanithalakshmi

Assessing the Robustness of Image Similarity Metrics under Burst Noise and Partial Reference Conditions

10-27
Nisreen R. Hamza, Hind R. M. Shaaban, Zahir M. Hussain, and Katrina L. Neville

A Statistical Framework for Modeling Heteroscedasticity in Data Distributions

28-38
Ayodele Abraham Agboluaje, Suzilahbt Ismail and Chee Yin Yip

Comparison of Numerical and Adomian Decomposition Method Solutions for Heat Transfer over a Stretching Sheet with Variable Heat Flux and Heat Source/Sink

39-49
Kanthavel.T and M. Kaliyappan

A Novel Data-Splitting Approach for High-Performance Data Deduplication in Network-Attached StorageTechnical & Research-Focused

50-62
P. Lalitha and Dr. J.Thirumaran

Numerical Solution of Stiff Differential Equations and Dynamical Systems Using Neural Networks

63-70
Rootvesh Mehtaa, and Dr. Sandeep Malhotrab

Modeling, Simulation, and Firefly Algorithm-Based Control of Multi- Terminal HVDC Systems Feeding Strong AC Networks

71-82
S. Seenivasan and S. Singaravelu

Analytical Study of Temperature Distribution in Higher-Dimensional Manifolds with Variable Boundary Conditions

83-88
Suyash Narayan Mishra and Tuba Khan