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Vol 12, Issue 4 (April 2026) Software Systems

AI-Based Intelligent Multi-Disease Prediction System Using Adaptive Symptom Analysis - A Comparative Study Of Supervised Learning Algorithms For Clinical Disease Classification

The Integration Of Artificial Intelligence Into Clinical Healthcare Settings Has Gained Remarkable Momentum Over The Past Decade, Offering Unprecedented Opportunities To Augment Diagnostic Capabilities And Extend Medical Reach To Underserve...

Ms. Indhumathi S, Livya Grace E, Sneka V, Visvanath R
Vol 12, Issue 3 (March 2026) CSE

Air Pollution Control System

Air Pollution Is One Of The Most Critical Environmental Challenges Affecting Urban And Industrial Regions Worldwide. Rapid Industrialization, Vehicular Emissions, And Construction Activities Have Significantly Increased The Concentration Of...

Atharva Sandip Shinde, Gaurav Ajay Naidu, Akshay Tukaram Jadhav, Pratik SudarshanIngale, Mr. Shendge Sir
Vol 12, Issue 3 (March 2026) Computer Science And Engineering

IOT INTEGRATED ML SYSTEM FOR FERTILIZER DOSAGE PREDICTION

Agriculture Plays A Huge Role In The Economies Of Developing Nations Like India, Where It Keeps More Than Half The Workforce Employed. Yet, Despite Its Importance, Farmers Still Struggle With How They Use Chemical Fertilizers. Too Much Fert...

Ganeshen P, Rasiga Priya M, Priyadharshika M, Sathya Sri P V, Srivarshini R

AI-Enhanced Pharmacy Medi-Track App For Healthcare And Smart Medicine Management

The Rapid Advancement Of Digital Health Technologies Has Created New Opportunities To Transform Traditional Pharmacy And Patient Medication Management Systems Into Intelligent, Interconnected Platforms. The AI-Enhanced Pharmacy Medi-Track S...

Mrs. S. R. Saranya, Sivashakthi K, Ragul G, Mani G

ASTRA SHIELD - Advanced Satellite Tracking And Risk Analysis

The Rapid Increase In Satellite Launches And Orbital Debris Has Raised Critical Challenges In Ensuring Collision-free Operations And Efficient Launch Scheduling. ISO-AI Lite Is A Lightweight, Explainable Artificial Intelligence Pipeline Des...

Dr.P.Thangavel, Niveditha A, Adithyan Sabu, Mohammed Nisar, Nirmal Kumar
Vol 12, Issue 3 (March 2026) Management Studies

Startup Culture Among Indian Youth

Startup Culture Among Indian Youth Startup Culture Has Become A Significant Driving Force In The Economic And Social Transformation Of India. In Recent Years, Indian Youth Have Increasingly Shown Interest In Entrepreneurship As A Career Opt...

P. Sowmiya, Dr. R. Rathidevi
Vol 12, Issue 3 (March 2026) Computer Science And Engineering

SALESFORCE-BASED AI HEALTH SUPPORT FOR CUSTOMER RELATIONSHIP MANAGEMENT(CRM) USING NLP AND PREDICTIVE ANALYTICS

Healthcare Smart Support Is An Artificial Intelligence (AI)–based Healthcare Support Management System Developed Using The Salesforce Customer Relationship Management (CRM) Platform And A Python-based Natural Language Processing (NLP) Engin...

Hemalatha K, Santhiya S, Monish Kumar S, Prof. Mrs. X. Anitha Sarafin, Prof.Dr.A Geethapriya
Vol 12, Issue 3 (March 2026) Machine Learning & Deep Learning

ENHANCING STOCK PRICE FORECASTING ACCURACY USING COMPOSITIONAL RNN

Predicting Stock Prices Accurately Is Essential For Making Well-informed Decisions In Erratic Financial Markets. This Paper Introduces A Compositional Deep Learning Framework For Multivariate Time-series Forecasting That Integrates Three RN...

Bharani K, Krishna Kumar R, Surendharan R, Dalphin Mary F
Vol 12, Issue 3 (March 2026) Management

WORKLIFE BALANCE OF WOMEN ENTREPRENEURS

Work-life Balance Is A Critical Issue For Women Entrepreneurs, Especially In Developing Countries Like India. This Study Analyses The Challenges Faced By Women Entrepreneurs In Balancing Their Professional And Personal Responsibilities Usin...

P.Sowmiya, Dr.R.Rathidevi
Vol 12, Issue 3 (March 2026) Computer

Dynamic IT Support System With Intelligent Triage And Operational Memory

Modern Office IT Environments Are Highly Complex And Often Experience Unexpected System Failures That Impact Productivity And Increase Operational Costs. Traditional IT Support Systems Follow A Reactive Approach, Where Issues Are Addressed...

Teja Shree C V, Nathiya M, Ashish Christin C
Vol 12, Issue 3 (March 2026) Computer Science And Engineering

The Breast Cancer Recurrence Prediction

Breast Cancer Recurrence Remains One Of The Most Critical Challenges In Long-term Oncology Care, Posing Significant Risks Even After Successful Primary Treatment. While Advances In Early Diagnosis And Therapeutic Interventions Have Improved...

Ms. Suvitha S, Hasini P, Keerthana S, Nandhini K
Vol 12, Issue 3 (March 2026) PSYCHOLOGY

THE IMPACT OF SELF REGULATION ON SOCIAL DESIRABILITY AMONG MARRIED INDIVIDUALS

Marriage Is A Complex Psychological And Social Institution Requiring Continuous Emotional Adjustment. This Study Examines The Relationship Between Self-regulation And Social Desirability Among Married Individuals. A Sample Of 150 Participan...

Harini S J, Mr. Manoj R, Ms. Kaviyapraba N
Vol 12, Issue 3 (March 2026) Computer Science And Engineering

Enhancing Data Warehouse Queries Through Intelligent Keyword Search With Privacy & Access Control

Traditional Data Warehouse Systems Require Users To Write Structured SQL Queries To Retrieve Information, Which Is Difficult For Non-technical Users. Moreover, Sensitive Organizational Data Stored In Warehouses Demands Controlled Access And...

Baalasubramani V, Shivanad N, Rohith B, Subramani V
Vol 12, Issue 3 (March 2026) Computer Science

AI-Driven Smart Project Management System With Predictive Analytics (ML + NLP)

This Paper Presents An Artificial Intelligence Driven Project Management System Designed To Predict Project Delays And Assess Associated Risks Using A Hybrid Analytical Approach. The Proposed System Integrates Machine Learning And Natural L...

T. Subha Rathi Priya, Mirthika S, Linga praba G
Vol 12, Issue 3 (March 2026) Computer Science And Engineering

An Intelligent Hybrid GCN-LSTM Model For Energy Stock Price Forecasting With Temporal Dynamics And Inter-Stock Correlation

Energy Sector Stock Price Prediction Is A Critical Yet Challenging Task In Financial Forecasting, Characterized By High Volatility, Non-linearity, And Complex Interdependencies Driven By Geopolitical Events, Regulatory Shifts, And Commodity...

Mrs. Banuppriya P, Yokesh Kumar E, Ranjith Kumar S, Poovarasan M, Arun Kumar R

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