ICTACT Journals

	Table of Contents
11355	BOOSTING THE ACCURACY OF OPTIMISATION CHATBOT BY RANDOM FOREST WITH HALVING GRID SEARCH HYPERPARAMETER TUNING Bedre Nagaraj, Kiran B. Malagi Dayanand Sagar University, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0423 Page(s): 3007 - 3013
11354	ILLUSTRATING A SCALABLE ARCHITECTURE-POWERED DISEASE PREDICTION USING MACHINE LEARNING TECHNIQUES Chellammal Surianarayanan¹, Sharmila Rengasamy², M. Baby Nirmala³, Pethuru Raj Chelliah4 Bharathidasan University, India¹, Government Arts and Science College, Srirangam, Tiruchirappalli, India², Holy Cross College, India³, Reliance Jio Platforms Ltd., Bangalore, India ⁴ Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0422 Page(s): 2998 - 3006
11353	TENSORFLOW BASED PREDICTION MODEL FOR CLASSIFYING HUMAN BLOOD SMEAR MICROSCOPIC IMAGES AS INDICATING PRESENCE OF MALARIA PARASITE Preethi N Patil¹, Andhe Dharani², S. Anupama Kumar³, Naganagouda Patil⁴ RV College of Engineering, India^1,2,3, Sri Krishna Institute of Technology, India⁴ Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0421 Page(s): 2995 - 2997
11352	A NOVEL ARCHITECTURE OF INTELLIGENT DECISION MODEL FOR EFFICIENT RESOURCE ALLOCATION IN 5G BROADBAND COMMUNICATION NETWORKS J. Logeshwaran¹, T. Kiruthiga², Jaime Lloret³ Sri Eshwar College of Engineering, India¹, Vetri Vinayaha College of Engineering and Technology, India², Universitat Politecnica de Valencia, Spain³ Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0420 Page(s): 2986 - 2994
11351	OPTIMIZATION ASSISTED AUTOREGRESSIVE METHOD WITH DEEP CONVOLUTIONAL NEURAL NETWORK-BASED ENTROPY FILTER FOR IMAGE DEMOSAICING C. Anitha Mary, A. Boyed Wesley Nesamony Memorial Christian College, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0419 Page(s): 2977 - 2985
11350	DESIGN AND ANALYSIS OF DNA BASED CIPHER FOR IMAGE USING DUAL CHAOTIC MAP Ajit Singh, Bijendra Singh Baba Mastnath University, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0418 Page(s): 2969 - 2976
11349	TRACING AND RECOGNITION OF MEDICINAL HERBS IN MARUNTHUVAZH MALAI AT THE WESTERN GHATS THROUGH FEATURE EXTRACTION T. Sahila ¹, A. Radhakrishnan², V.A. Nagarajan³ University College of Engineering, Nagercoil, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0417 Page(s): 2960 - 2968
11348	DETECTION OF BREAKWATER FAILURE MODES FROM PHOTOGRAMMETRIC DERIVED POINT CLOUDS – A CASE STUDY FOR BUNBURY PORT, WESTERN AUSTRALIA P. Helmholz¹, L. Boyle², B.E. Tily-Laurie³, D. May⁴, G. Singh⁵, J. Hogben⁶, Y. Ren⁷, Q. Li⁸, D. Belton⁹, S. Khaksar¹⁰, S.J. Snyman¹¹ Curtin University, Australia^{1,2,3,4,5,7,8,9,10}, Southern Ports Authority, Australia^6,11 Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0416 Page(s): 2948 - 2959
11343	BUILD AN EFFECTIVE DEEP LEARNING MODEL FOR UNDERWATER IMAGE ENHANCEMENT BASED ON EUVP DATA Sugandha Jaitly, Sudha Bhati NGF College of Engineering and Technology, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0415 Page(s): 2940 - 2947
11342	SENTIMENT ANALYSIS BASED ON FINE GRAINED FEATURE REPRESENTATION OF DOMAIN SENTIMENT DICTIONARY S. Gnanapriya Kovai Kalaimagal College of Arts and Science, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0414 Page(s): 2931 - 2939
11340	CLASSIFICATION OF PADDY LEAF DISEASES WITH EXTENDED HUBER LOSS FUNCTION USING CONVOLUTIONAL NEURAL NETWORKS B. Sowmiya¹, K. Saminathan², M. Chithra Devi³ A.V.V.M. Sri Pushpam College, Affiliated to Bharathidasan University, India^1,2, Queens College of Arts and Science for Women, Affiliated to Bharathidasan University, India³ Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0413 Page(s): 2922 - 2930
11339	PREDICTION OF AQI USING HYBRID APPROACH IN MACHINE LEARNING Reema Gupta, Priti Singla Baba Mastnath University, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0412 Page(s): 2917 - 2921
11338	BLOCKCHAIN ENABLED, COLLABORATIVE PLATFORM FOR AI AS A SERVICE Venkata Raghava Kurada, Pallav Kumar Baruah Sri Sathya Sai Institute of Higher Learning, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2023.0411 Page(s): 2909 - 2916

BOOSTING THE ACCURACY OF OPTIMISATION CHATBOT BY RANDOM FOREST WITH HALVING GRID SEARCH HYPERPARAMETER TUNING

Bedre Nagaraj, Kiran B. Malagi

Dayanand Sagar University, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0423

Page(s):
3007 - 3013

ILLUSTRATING A SCALABLE ARCHITECTURE-POWERED DISEASE PREDICTION USING MACHINE LEARNING TECHNIQUES

Chellammal Surianarayanan¹, Sharmila Rengasamy², M. Baby Nirmala³, Pethuru Raj Chelliah4

Bharathidasan University, India¹, Government Arts and Science College, Srirangam, Tiruchirappalli, India², Holy Cross College, India³, Reliance Jio Platforms Ltd., Bangalore, India ⁴

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0422

Page(s):
2998 - 3006

TENSORFLOW BASED PREDICTION MODEL FOR CLASSIFYING HUMAN BLOOD SMEAR MICROSCOPIC IMAGES AS INDICATING PRESENCE OF MALARIA PARASITE

Preethi N Patil¹, Andhe Dharani², S. Anupama Kumar³, Naganagouda Patil⁴

RV College of Engineering, India^1,2,3, Sri Krishna Institute of Technology, India⁴

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0421

Page(s):
2995 - 2997

A NOVEL ARCHITECTURE OF INTELLIGENT DECISION MODEL FOR EFFICIENT RESOURCE ALLOCATION IN 5G BROADBAND COMMUNICATION NETWORKS

J. Logeshwaran¹, T. Kiruthiga², Jaime Lloret³

Sri Eshwar College of Engineering, India¹, Vetri Vinayaha College of Engineering and Technology, India², Universitat Politecnica de Valencia, Spain³

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0420

Page(s):
2986 - 2994

OPTIMIZATION ASSISTED AUTOREGRESSIVE METHOD WITH DEEP CONVOLUTIONAL NEURAL NETWORK-BASED ENTROPY FILTER FOR IMAGE DEMOSAICING

C. Anitha Mary, A. Boyed Wesley

Nesamony Memorial Christian College, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0419

Page(s):
2977 - 2985

DESIGN AND ANALYSIS OF DNA BASED CIPHER FOR IMAGE USING DUAL CHAOTIC MAP

Ajit Singh, Bijendra Singh

Baba Mastnath University, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0418

Page(s):
2969 - 2976

TRACING AND RECOGNITION OF MEDICINAL HERBS IN MARUNTHUVAZH MALAI AT THE WESTERN GHATS THROUGH FEATURE EXTRACTION

T. Sahila ¹, A. Radhakrishnan², V.A. Nagarajan³

University College of Engineering, Nagercoil, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0417

Page(s):
2960 - 2968

DETECTION OF BREAKWATER FAILURE MODES FROM PHOTOGRAMMETRIC DERIVED POINT CLOUDS – A CASE STUDY FOR BUNBURY PORT, WESTERN AUSTRALIA

P. Helmholz¹, L. Boyle², B.E. Tily-Laurie³, D. May⁴, G. Singh⁵, J. Hogben⁶, Y. Ren⁷, Q. Li⁸, D. Belton⁹, S. Khaksar¹⁰, S.J. Snyman¹¹

Curtin University, Australia^{1,2,3,4,5,7,8,9,10}, Southern Ports Authority, Australia^6,11

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0416

Page(s):
2948 - 2959

BUILD AN EFFECTIVE DEEP LEARNING MODEL FOR UNDERWATER IMAGE ENHANCEMENT BASED ON EUVP DATA

Sugandha Jaitly, Sudha Bhati

NGF College of Engineering and Technology, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0415

Page(s):
2940 - 2947

SENTIMENT ANALYSIS BASED ON FINE GRAINED FEATURE REPRESENTATION OF DOMAIN SENTIMENT DICTIONARY

S. Gnanapriya

Kovai Kalaimagal College of Arts and Science, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0414

Page(s):
2931 - 2939

CLASSIFICATION OF PADDY LEAF DISEASES WITH EXTENDED HUBER LOSS FUNCTION USING CONVOLUTIONAL NEURAL NETWORKS

B. Sowmiya¹, K. Saminathan², M. Chithra Devi³

A.V.V.M. Sri Pushpam College, Affiliated to Bharathidasan University, India^1,2, Queens College of Arts and Science for Women, Affiliated to Bharathidasan University, India³

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0413

Page(s):
2922 - 2930

PREDICTION OF AQI USING HYBRID APPROACH IN MACHINE LEARNING

Reema Gupta, Priti Singla

Baba Mastnath University, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0412

Page(s):
2917 - 2921

BLOCKCHAIN ENABLED, COLLABORATIVE PLATFORM FOR AI AS A SERVICE

Venkata Raghava Kurada, Pallav Kumar Baruah

Sri Sathya Sai Institute of Higher Learning, India

Abstract |
Full Text | DOI : 10.21917/ijsc.2023.0411

Page(s):
2909 - 2916

Past Edition ICTACT Journals

Volume 13 , Issue 3 - April 2023

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