ICTACT Journals

	Table of Contents
21230	A HYBRID BIO-INSPIRED ALGORITHM FOR ROBUST GLOBAL OPTIMIZATION USING GAZELLE-DIFFERENTIAL EVOLUTION IN COMPLEX ENGINEERING DOMAINS V. Sabaresan¹, P. Kumari² St. Joseph’s Institute of Technology, India¹, Excel Engineering College, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0546 Page(s): 3944 - 3950
21228	A CASCADED HIERARCHICAL GRAY WOLF OPTIMIZER FOR MULTI-OBJECTIVE OPTIMIZATION IN INTEGRATED RENEWABLE ENERGY SYSTEMS K. Anbumani¹, K. Kayalvizhi² Sri Sairam Engineering College, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0545 Page(s): 3938 - 3943
21225	OPTIMIZING QUANTUM-ENHANCED DILATED CONVOLUTIONAL NETWORKS FOR SCALABLE AND EFFICIENT QUANTUM IMAGE RECOGNITION B. Guruprakash¹, Vaddi Karthik Reddy² Sethu Institute of Technology, India¹, Jawaharlal Nehru Technological University, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0544 Page(s): 3931 - 3937
21224	SECURING IOT-DRIVEN HEALTHCARE SYSTEMS - A MACHINE AND DEEP LEARNING APPROACH TO THREAT DETECTION Mohammed Ismail¹, A. Ramesh Babu² Auroras PG College, India¹, Chaitanya-Deemed to be University, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0543 Page(s): 3922 - 3930
21223	FUZZY SCHEDULING OF SCIENTIFIC WORKFLOWS WITH ENERGY AND SECURITY CONSTRAINTS IN CLOUD P. Tharani, K. Manimala, A.M. Kalpana Government College of Engineering, Salem, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0542 Page(s): 3914 - 3921
21222	BRAIN HAEMORRHAGE ANALYSIS USING DEEP LEARNING Aruna Kokkula¹, P. Chandra Sekhar² Maturi Venkata Subba Rao Engineering College, India¹, University College of Engineering, Osmania University, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0541 Page(s): 3906 - 3913
21210	AN ADAPTIVE PATTERN-DRIVEN OPTIMIZATION - TAILOR-INSPIRED METAHEURISTIC FOR SOLVING CONSTRAINED REAL-WORLD OPTIMIZATION PROBLEMS Karthik Chandran¹, Vishal Sharad Hingmire² Jyothi Engineering College, India¹, Arvind Gavali College of Engineering, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0540 Page(s): 3899 - 3905
21209	DISTRIBUTED EVOLUTIONARY POLICY OPTIMIZATION FOR EFFICIENT TRAINING OF MULTI-AGENT REASONING MODELS A. Rajavel Kamaraj College of Engineering and Technology, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0539 Page(s): 3893 - 3898
21204	SARCASTIC NEWS AND POSTS DETECTION USING HIDDEN MARKOV MODEL AND BERT Saberi Goswami, Supratim Bhattacharya, Jayanta Poray Techno India University, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0538 Page(s): 3886 - 3892
21202	FEDERATED IMPROVED RE-FED INCREMENTAL LEARNING WITH SPIKING LONG SHORT-TERM MEMORY NETWORK FOR SMART HEALTHCARE SYSTEMS G. Sasikala¹, G. Kalpana² Dr. G. R. Damodaran College of Science, India¹, Sri Ramakrishna College of Arts and Science for Women, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0537 Page(s): 3877 - 3885
21198	COMPARATIVE ANALYSIS OF OXYMORONIC SENTENCES CLASSIFICATION USING MULTIPLE FEATURES WITH MACHINE LEARNING ALGORITHMS K. Seethappan¹, K. Premalatha² Anna University Regional Campus, Coimbatore, India¹, Bannari Amman Institute of Technology, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0536 Page(s): 3869 - 3876
21197	A NOVEL HYBRID FEATURE SELECTION TECHNIQUE FOR DATA MINING APPLICATIONS M. Birundha Rani¹, A. Subramani² Mother Teresa Women’s University, India¹, M.V. Muthiah Government Arts College for Women, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0535 Page(s): 3859 - 3868
21196	HYBRID DEEP LEARNING APPROACH FOR ENHANCED BRAIN TUMOR DETECTION IN BIOMEDICAL IMAGES USING SPARROW SEARCH OPTIMIZATION V.Chanemougavel¹, K. Jayanthi², A. Ganesh Prasannaa³ Annamalai University, India¹, Government Arts College, Chidambaram, India², Sai Ram Engineering College, India³ Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0534 Page(s): 3851 - 3858
21193	EXPERIMENTAL ANALYSIS OF ASD DETECTION - COMPARING CNN VARIANTS AND HYBRID CNN-RNN WITH AAL MAP Sanju S. Anand¹, Shashidhar Kini² Srinivas University, India¹, Srinivas Institute of Technology, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0533 Page(s): 3840 - 3850
21188	IOT-ENABLED FEDERATED LEARNING MODEL FOR CROP YIELD PREDICTION USING MACHINE LEARNING AND OPTIMIZATION ALGORITHMS IN AGRICULTURE SECTOR J. Jagadeesan, R. Nagarajan Annamalai University, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0532 Page(s): 3833 - 3839

A HYBRID BIO-INSPIRED ALGORITHM FOR ROBUST GLOBAL OPTIMIZATION USING GAZELLE-DIFFERENTIAL EVOLUTION IN COMPLEX ENGINEERING DOMAINS

V. Sabaresan¹, P. Kumari²

St. Joseph’s Institute of Technology, India¹, Excel Engineering College, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0546

Page(s):
3944 - 3950

A CASCADED HIERARCHICAL GRAY WOLF OPTIMIZER FOR MULTI-OBJECTIVE OPTIMIZATION IN INTEGRATED RENEWABLE ENERGY SYSTEMS

K. Anbumani¹, K. Kayalvizhi²

Sri Sairam Engineering College, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0545

Page(s):
3938 - 3943

OPTIMIZING QUANTUM-ENHANCED DILATED CONVOLUTIONAL NETWORKS FOR SCALABLE AND EFFICIENT QUANTUM IMAGE RECOGNITION

B. Guruprakash¹, Vaddi Karthik Reddy²

Sethu Institute of Technology, India¹, Jawaharlal Nehru Technological University, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0544

Page(s):
3931 - 3937

SECURING IOT-DRIVEN HEALTHCARE SYSTEMS - A MACHINE AND DEEP LEARNING APPROACH TO THREAT DETECTION

Mohammed Ismail¹, A. Ramesh Babu²

Auroras PG College, India¹, Chaitanya-Deemed to be University, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0543

Page(s):
3922 - 3930

FUZZY SCHEDULING OF SCIENTIFIC WORKFLOWS WITH ENERGY AND SECURITY CONSTRAINTS IN CLOUD

P. Tharani, K. Manimala, A.M. Kalpana

Government College of Engineering, Salem, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0542

Page(s):
3914 - 3921

BRAIN HAEMORRHAGE ANALYSIS USING DEEP LEARNING

Aruna Kokkula¹, P. Chandra Sekhar²

Maturi Venkata Subba Rao Engineering College, India¹, University College of Engineering, Osmania University, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0541

Page(s):
3906 - 3913

AN ADAPTIVE PATTERN-DRIVEN OPTIMIZATION - TAILOR-INSPIRED METAHEURISTIC FOR SOLVING CONSTRAINED REAL-WORLD OPTIMIZATION PROBLEMS

Karthik Chandran¹, Vishal Sharad Hingmire²

Jyothi Engineering College, India¹, Arvind Gavali College of Engineering, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0540

Page(s):
3899 - 3905

DISTRIBUTED EVOLUTIONARY POLICY OPTIMIZATION FOR EFFICIENT TRAINING OF MULTI-AGENT REASONING MODELS

A. Rajavel

Kamaraj College of Engineering and Technology, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0539

Page(s):
3893 - 3898

SARCASTIC NEWS AND POSTS DETECTION USING HIDDEN MARKOV MODEL AND BERT

Saberi Goswami, Supratim Bhattacharya, Jayanta Poray

Techno India University, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0538

Page(s):
3886 - 3892

FEDERATED IMPROVED RE-FED INCREMENTAL LEARNING WITH SPIKING LONG SHORT-TERM MEMORY NETWORK FOR SMART HEALTHCARE SYSTEMS

G. Sasikala¹, G. Kalpana²

Dr. G. R. Damodaran College of Science, India¹, Sri Ramakrishna College of Arts and Science for Women, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0537

Page(s):
3877 - 3885

COMPARATIVE ANALYSIS OF OXYMORONIC SENTENCES CLASSIFICATION USING MULTIPLE FEATURES WITH MACHINE LEARNING ALGORITHMS

K. Seethappan¹, K. Premalatha²

Anna University Regional Campus, Coimbatore, India¹, Bannari Amman Institute of Technology, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0536

Page(s):
3869 - 3876

A NOVEL HYBRID FEATURE SELECTION TECHNIQUE FOR DATA MINING APPLICATIONS

M. Birundha Rani¹, A. Subramani²

Mother Teresa Women’s University, India¹, M.V. Muthiah Government Arts College for Women, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0535

Page(s):
3859 - 3868

HYBRID DEEP LEARNING APPROACH FOR ENHANCED BRAIN TUMOR DETECTION IN BIOMEDICAL IMAGES USING SPARROW SEARCH OPTIMIZATION

V.Chanemougavel¹, K. Jayanthi², A. Ganesh Prasannaa³

Annamalai University, India¹, Government Arts College, Chidambaram, India², Sai Ram Engineering College, India³

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0534

Page(s):
3851 - 3858

EXPERIMENTAL ANALYSIS OF ASD DETECTION - COMPARING CNN VARIANTS AND HYBRID CNN-RNN WITH AAL MAP

Sanju S. Anand¹, Shashidhar Kini²

Srinivas University, India¹, Srinivas Institute of Technology, India²

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0533

Page(s):
3840 - 3850

IOT-ENABLED FEDERATED LEARNING MODEL FOR CROP YIELD PREDICTION USING MACHINE LEARNING AND OPTIMIZATION ALGORITHMS IN AGRICULTURE SECTOR

J. Jagadeesan, R. Nagarajan

Annamalai University, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2025.0532

Page(s):
3833 - 3839

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Volume 16 , Issue 2 - July 2025

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