International Journal Of Algorithms Design And Analysis Review

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Regular Issue Subscription Original Research Published on :- 18/11/2025

Aspect-Based Sentiment Analysis Using a Hybrid Approach with Dependency Parsing

Shravani B. Nikam, Ishika B. Mulekar, Diya A. Deshmukh, Sanuja K. Khutale, Neelima S. Ambekar
Keywords: Bidirectional encoder representations from transformers (BERT), consumer behavior, dependency parsing, hybrid feature extraction, semantic role labeling, sentiment analysis, text classification

01-09

Regular Issue Subscription Review Article Published on :- 20/02/2026

Enhancing Smart Grid Resilience Through AI-Based Fault Classification

Alok Prasad, Alok Kumar
Keywords: Artificial intelligence, distribution network, fault classification, random forest, smart grid

10-15

Regular Issue Subscription Review Article Published on :- 27/04/2026

Predictive Analytics and Adaptive Learning: A Machine Learning Framework for Reducing Learning Gaps

Rupali Jadhav, Piyush Girase
Keywords: Academic risk detection, at-risk student performance, classification models, learning analytics, machine learning, predictive modeling, random forest

16-21

Regular Issue Subscription Original Research Published on :- 20/03/2026

Explainable Sentiment Mining Model in Mental Health Forums for Emotion Classification and Justification

Aditi Biswas, Surendra Kumar Yadav, Shruti Mathur
Keywords: Mental health, emotion detection, sentiment analysis, BERT, CNN, explainable AI

22-32

Regular Issue Subscription Review Article Published on :- 28/04/2026

Parallel Greedy Approach for Phylogenetic Tree Construction in the Context of Marine Species

Sathi Lakshmi Teja Sri, Manas Kumar Yogi
Keywords: High-performance computing (HPC), marine genomics, metagenomic datasets, parallel greedy algorithms, phylogenetic tree reconstruction, Scalable phylogenetic pipelines

33-45

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