Research Publications

Journal Publications

Author(s) name

Title of the Paper

Title of the Journal 

Publications Details

Indexing

(Scopus/SCI/WOS/UGC/Others)

Vol/Issue

Page No.

Year

K. Aditya Shastry, Sanjay H.A

A modified genetic algorithm and weighted principal component analysis-based feature selection and extraction strategy in agriculture

Knowledge-Based Systems

Volume 232, 2021,107460, ISSN 0950-7051

1 - 18

2021

Scopus and WoS

Suryoday Basak, Archana Mathur, Abhijit Jeremiel Theophilus, Gouri Deshpande & Jayant Murthy

Habitability classification of exoplanets: a machine learning insight

European Physical Journal Special Topics,


Springer

https://doi.org/10.1140/epjs/s11734-021-00203-z

 

July 2021

Web of Science (SCI) Impact Factor – 2.707


Margarita Safonova, Archana Mathur, Suryoday Basak, Kakoli Bora and Surbhi Agrawal


Quantifying the classification of exoplanets: in search for the right habitability metric


European Physical Journal Special Topics,


Springer

https://doi.org/10.1140/epjs/s11734-021-00211-z

 

July 2021


Web of Science (SCI)



Impact Factor – 2.707


Luckyson Khaidema, Snehanshu Saha, Saibal Kar, Archana Mathur, Sriparna Saha

Expert Habitat: A Colonization Conjecture for Exoplanetary Habitability via penalized multi-objective optimization-based candidate validation

European Physical Journal Special Topics,


Springer

https://doi.org/10.1140/epjs/s11734-021-00208-8

 

July

2021

Web of Science (SCI)



Impact Factor – 2.707

K. Aditya Shastry, Sanjay H A

Hybrid prediction strategy to predict agricultural information

Applied Soft Computing

98

1-12

2021

Scopus, WOS

Snehanshu Saha, Nithin Nagaraj, Archana Mathur, Rahul Yedida, Sneha H R 

Evolution of novel activation functions in neural network training for astronomy data: habitability classification of exoplanets

European Physical Journal Special Topics, Springer-Verlag Germany

229

2629–2738

2020

Scopus

Manoj Kumar, M. V.; Prashanth, B. S.; Sarah, Syeda; Kashif, Md.; Sneha, H. R

Expression X: Emotion Based Music Recommendation System

Journal of Computational and Theoretical Nanoscience

Volume 17, Numbers 9-10

3958-3963

2020

SCI

Spoorthi J K, .Thejas, B. C, .Manoj Kumar, M. V.

Realtime Learning and Attention Monitoring System for Competitive Exam Preparation

Journal of Computational and Theoretical Nanoscience

 Volume 17, Numbers 9-10

4016-4021

2020

Scopus

Conference Publications:

Author(s) name

Title of the paper

Name of the Conference

Date of Conference

Publication of the Proceeding

(IEEE/MSME/ Springer etc.)

Pragati Aravind Nayak, Pavithra Sriganesh,

Rakshitha K.M, Manoj Kumar M.V, Prashanth BS, Sneha H R

Literature Review on Phenomenon of Concept Drift and its Handling Approaches

IEEE ASIANCON 2021 - 2021 Asian conference on innovation in technology

28th to 29th August 2021

IEEE

Pragati Aravind Nayak, Pavithra Sriganesh,

Rakshitha K.M, Manoj Kumar M.V, Prashanth BS

Concept Drift and Model Decay Detection using Machine

Learning Algorithm

12th International Conference on Computing,

Communications and Networking Technologies, IIT Kharagpur

6th to 8th July 2021

IEEE

B N Chandrashekhar, H A Sanjay, Tulasi Srinivas

Performance analysis of Parallel Programming Paradigms on CPU-GPU clusters

IEEE Scopus International Conference on Artificial Intelligence and Smart Systems (ICAIS 2021) India

25th to 27th March 2021

IEEE

N G Goudru

Tuning Pmax in RED gateways for QoS enhancement in wireless packet switching Networks

2nd International conference on Mathematical Modelling, Computational Intelligence Techniques and Renewable Energy (MMCITRE -2021), Pandit Deenadayal Petroleum University (PDPU), Gandhinagar, Gujarat, India.

6th to 8th February 2021

Springer

B. N. Chandrashekhar, H. A. Sanjay

Performance Analysis of Sequential and Parallel Programming Paradigms on CPU-GPUs Cluster

IEEE Scopus 3rd International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV 2021) India

4to 6th February 2021

IEEE

Sheethal S, K. Aditya Shastry, Simranjith S, Salman P, Vinay B C

Machine learning based air pollution prediction

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Pruthviraj, Akshatha G C, K Aditya Shastry, Nagaraj, Nikhil

Crop and fertilizer recommendation System based on Soil classification

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Prashanth P Wagle, Shobha rani, Suhas B Kowligi, Suman B H, Pramodh B, Pranaw Kumar, Srinivasa Raghavan, K. Aditya Shastry, Sanjay H A, Manoj Kumar, Nagaraj K, Subhash C

Machine Learning based Ensemble Network Security System

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Disha D.N, Seema S, K. Aditya Shastry

Prediction and detection of autism spectrum disorder by using machine learning algorithms

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Vani E S, Sankar Dasiga

Streaming of multimedia using SCTP from an embedded platform

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Sweta, Safeena N, Roopa R, Ramya B S, Kavya B S

Hot Spots Policing and Crime Prevention Using Machine Learning

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Aniket Verma, Amith Suman, Vidyadevi G Biradar, Brunda S

Human Activity Classification using Deep Convolution Neural Network

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Gaurav Ghosh, Swarnalatha K S

A detail analysis and implementation of haar cascade classifier

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

Bibek Kumar, Pavithra S, Sanjay H A

 

Stock Market Anomalies Detection by using optimized z-score technique on clusters obtained from K-Means

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

N G Goudru, Puneeth, Krishna Rao

Enhancement of performance of Round-Trip time using Kalman Filtering

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020

22nd and 23rd December 2020



Springer

N G Goudru

A detail analysis and implementation of haar cascade classifier

2nd International Conference on VLSI signal processing, Power Electronics, IoT, Communication and Embedded systems

22nd and 23rd December 2020



Springer

Vishnu YarlagaddaShashidhar G. KoolagudiManoj Kumar M VSwapna Donepudi

Driver Drowsiness Detection Using Facial Parameters and RNNs with LSTM

17th INDICON 2020, IEEE Digital Library

11th to 13th December 2020

IEEE

M Aishwarya, Sushma V, Sunaina D, Kavya D, Shadakshari S, K. Aditya Shastry

Resource Management Employing A Cyber-Physical System in Cloud Computing

2nd International Conference on Artificial Intelligence and Data Engineering, AIDE 2020.

22nd and 23rd December 2020



Springer

K N Deeksha, Deeksha M, Anagha V Girish, Anusha S Bhat, Lakshmi H

Classification of Brain Tumor and its types using Convolutional Neural Network

International Conference for Innovation in Technology - INOCON 2020 

6th November 2020

American Scientific Publishers

Book/Book Chapters

Sl No

Name of Author

Title of Book/Book Chapter


Year 

Name of The Publisher

Book/

Book Chapter

  1. 1

Dr. K. Aditya Shastry, Dr. Sanjay H A

“Computational Intelligence, Machine Learning and Deep Learning Techniques for Effective Future Predictions of COVID-19: A Review. In: Nayak J., Naik B., Abraham A. (eds)” Chapter - Understanding COVID-19: The Role of Computational Intelligence. Studies in Computational Intelligence, vol 963. Springer, Cham.

https://doi.org/10.1007/978-3-030-74761-9_17

2021

Springer

Book Chapter

  1. 2

Dr. N.G.Goudru

“Performance Analysis of TCP in presence of nonresponsive traffic in wireless Networks”, Proc. of VSPICE 2020, Springer Science, Singapore, ISBN 978-981-16-0443-0(e-book), ISBN 978-981-16-0442-3 (hard-cover), DOI 10.1007/978-981-16-0443-0, Vol. 752

2021

Springer

Book

  1. 3

Dr. N.G.Goudru, R.P.Puneeth and Krishna Prasad N.Rao

“Enhancement of performance of Round-Trip time using Kalman Filtering”, Proc. of VSPICE 2020, Springer Science, Singapore, ISBN 978-981-16-0443-0(e-book), ISBN 978-981-16-0442-3 (hard-cover), DOI 10.1007/978-981-16-0443-0, Vol. 752

2021

Springer

Book

  1. 4

Dr. K. Aditya Shastry, Dr. Sanjay H A

“Understanding COVID-19, The Role of Computational Intelligence”, Chapter-Computational intelligence, machine learning and deep learning techniques for effective future predictions pp 379-402  https://www.springer.com/gp/book/9783030747602 

 

2021

Springer


Book Chapter

  1. 5

Dr. Vidyadevi G. Biradar Dr. Sanjay H A, Dr H C Nagaraj

“Understanding COVID-19, The Role of Computational Intelligence”, Chapter-Convolutional Neural Network for COVID-19 Diagnosis, pp 501-529  https://www.springer.com/gp/book/9783030747602 

 

2021

Springer


Book Chapter

  1. 6

Mr. Prashanth B S

Dr. Manoj Kumar M V

Deep Learning for COVID-19  Studies in Computational Intelligence ; 963:531-569

https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-1353645 


2021

Springer


Book Chapter

  1. 7

Aditya Shastry K., Sanjay H.A., 

Manoj Kumar

Social Media Analytics for Health Care pp 119-138

https://link.springer.com/chapter/10.1007/978-981-16-0415-7_6 


2021

Springer


Book Chapter

  1. 8

Manoj Kumar M.V., Prashanth B.S., 

Aditya Shastry., Sanjay H.A., 

Sneha H.R.

Healthcare Data Visualization     pp 179-211

https://link.springer.com/chapter/10.1007/978-981-16-0415-7_9 


2021

Springer


Book Chapter

  1. 9

Dr. Swarnalatha K S, Manjunath A E

Software Engineering: Practical Approach Driven.

https://www.amazon.in/Software-Engineering-Practical-Approach-Driven-ebook/dp/B087BNJFJM 


2020

Amazon Kindle


Book

  1. 10

Dr. K. Aditya. Shastry,

Dr. Sanjay H.A.

“Fuzzy Expert Systems and Application in Agricultural Diagnosis” Chapter-Adaptive Neuro Fuzzy Inference System in Agriculture pp 130-153

https://www.igi-global.com/chapter/adaptive-neuro-fuzzy-inference-system-in-agriculture/233219 


2020

IGI Global


Book Chapter

  1. 11

Dr. K. Aditya. Shastry,

Dr. Sanjay H.A.

“Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications” Chapter - Machine Learning for Bioinformatics,  pp 25-39

https://www.springer.com/gp/book/9789811524448 


2020

Springer


Book Chapter

  1. 12

Dr. K. Aditya. Shastry,

Dr. Sanjay H.A.

“Internet of Things and Analytics for Agriculture” Chapter- “Data Analysis and Prediction Using Big Data Analytics in Agriculture” Volume 2, pp 201-224

https://link.springer.com/chapter/10.1007/978-981-15-0663-5_10 


2019

Springer


Book Chapter

  1. 13

Mohan Murthy M. K., Dr. Sanjay H.A.

“Critical Research on Scalability and Security Issues in Virtual Cloud Environments” Chapter - Scalability for cloud,  pp 1-18

https://www.igi-global.com/book/critical-research-scalability-security-issues/179336 


2019

IGI Global


Book Chapter

  1. 14

Likewin Thomas, Manoj Kumar M. V. and Annappa B. 

“Pre-Screening Systems for Early Disease Prediction, Detection, and Prevention” Chapter - Clinical Decision support system for early disease detection and management, pp 108-115

https://www.igi-global.com/chapter/clinical-decision-support-system-for-early-disease-detection-and-management/215043 


2018

 IGI Global


Book Chapter

  1. 15

Dr. N. G. Goudru

Discrete Mathematical Structures

https://www.amazon.in/Discrete-Mathematical-Structures-N-Goudru/dp/9350514494/ref=sr_1_1?dchild=1&qid=1630136240&refinements=p_27%3AN.G.+Goudru&s=books&sr=1-1 



2017

Himalaya Publishing House
Racecourse Road



Book