Department of COMPUTER SCIENCE AND ENGINEERING

GITAM Institute of Technology, Visakhapatnam campus

Srinivas Y

 

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Contact
syarrama@gitam.edu
9848225176
Education

Ph. D.


Publications 63

An ngram analysis approach for sharing of authentication of data using model based techniques.

Test Engineering & Management Journal, Scopus, FEB-2020, 86, 8479-8485


A Methodology for Software Reliability Based on Statistical Modeling.

International Journal of Grid and Distributed Computing, Web of science, JUL-2020, 13, 2905-2911


Review of Image Analysis Based on Aura Images.

International Journal of Science, Engineering and Technology, EBSCO Host, AUG-2020, 8, 1-11


Defect Detection On Manufacturing Product Images by Applying Weekly Detector Algorithm using Deep Learning Technology.

International Journal of Advanced Science and Technology, Scopus, AUG-2020, 29, 186-194


A Methodology for Identification of Failures in Software Development Process.

A Methodology for Identification of Failures in Software Development Process, Scopus, SEP-2020, 9, 1066-1099


Biometric Authentication in Cloud Environment based on Statistical Modeling.

International Journal of Engineering and Advanced Technology (IJEAT), Scopus, SEP-2019, 8, 997-1000


Object identification to assist visually challenged.

International Journal of Engineering and Advanced Technology, , Scopus, AUG-2019, 8, 1033-1039


Model based approach for effective segmentation of images based on background subtraction.

International Journal of Engineering and Advanced Technology, Scopus, AUG-2019, 8, 160-164


An incremental partial periodic mining over medical infertility dataset to mine high utility patterns .

International Journal of Engineering and Advanced Technology, Scopus, JUN-2019, 8, 675-687


A classified medical infertility dataset using high utility item set mining .

International Journal of Recent Technology and Engineering (IJRTE), Scopus, JUL-2019, 8, 2791-2800


Privacy preserving approach for preventing from access to unauthorized users .

) International Journal of Innovative Technology and Exploring Engineering, Scopus, JUL-2019, 8, 3051-3058


Towards effective content based image retrieval based on local binary patterns and finite beta mixture model.

International Journal of Engineering and Advanced Technology, Scopus, JUL-2019, 8, 146-150


Statistical framework for effective retrieval of images based on content.

International Journal of Engineering and Advanced Technology, Scopus, JUL-2019, 8, 872-876


An incremental partial periodic mining over medical infertility dataset to mine high utility patterns .

International Journal of Engineering and Advanced Technology,, Scopus, SEP-2019, 8, 2791-2800


A data leakage identification system based on truncated skew symetric gaussian mixture model.

International Journal of Recent Technology and Engineering, , Scopus, 2018, 7, 111-113


Efficient image retrievals using generalised Gaussian mixture model.

International Journal of Computational Vision and Robotics, . , Scopus, 2018, 7 , 605-610


Effective identification of features for the diagnosis of parkinsons disease using high utility item set mining together with gmm.

JInternational Journal of Engineering and Advanced Technology (IJEAT), Scopus, 2018, 8, 257-261


A hybrid approach for identification of manhole and staircase to assist visually challenged.

IEEE Access, Scopus, 2018, 6, 41013-41022


Insider threat detection with face recognition and KNN user classification.

IEEE International Conference on Cloud Computing in Emerging Markets, CCEM 2017,, Scopus, 2018, 0, 39-44


A methodology for identifying the fracture detection using statistical mixture models.

International Journal of Mechanical Engineering and Technology,, Scopus, 2018, 9, 784-790


KNN file classification for securing cloud infrastructure.

2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings, Scopus, 2018, 0, 5-8


A mechanism for identifying the guilt agent in a network using vector quantization and skew Gaussian distribution.

International Journal of Engineering and Technology(UAE), Scopus, 2018, 7, 149-151


Emotion recognition based on Generalized Gamma Distribution.

International Journal of Engineering and Technology(UAE),, Scopus, 2018, 7, 21-25


Latent semantic indexing based approach for identification of frequent itemset.

of Advanced Research in Dynamical and Control Systems, Scopus, 2018, 01, 686-690


A medical image identification system based on mixture models.

IEEE International Conference on Computing, Communication and Automation, ICCCA , Scopus, 2017, 0, 1235-1239


Optimization of feature subset using HABC for automatic speaker verification.

International Conference on Electrical, Computer and Communication Technologies, Scopus, 2017, 0, 0


An enhanced model for preventing guilt agents and providing data security in distributed environment.

International Conference on Signal Processing, Communication, Power and Embedded System, Scopus, 2017, 7955847, 337-339


A novel approach for effective emotion recognition using double truncated gaussian mixture model and EEG.

International Journal of Intelligent Systems and Applications, Scopus, 2017, 9, 33-42


Improving the Performance of Secure Cloud Infrastructure with Machine Learning Techniques.

International Conference on Cloud Computing in Emerging Markets, Scopus, 2017, 7849675, 78-83


Identification of guilt agent and leaked data by using MACIP.

International Journal of Applied Engineering Research, Scopus, 2017, 12, 12237-12245


A secure framework for cloud using map reduce.

Journal of Advanced Research in Dynamical and Control Systems, Scopus, 2017, 9, 1850-1861


Efficient image retrievals using generalised Gaussian mixture model.

International Journal of Computational Vision and Robotics, Scopus, 2017, 7, 605-610


An efficient content based image retrieval (CBIR) using GLCM for feature extraction.

Advances in Intelligent Systems and Computing, Scopus, 2017, 555, 21-30


Studies on improving texture segmentation performance using generalized gaussian mixture model integrating DCT and LBP.

Journal of Theoretical and Applied Information Technology, Scopus, 2016, 92, 200-207


Enhancing Degree of Trust and Cloud Adoptability Using Quality of Services.

International Conference on Cloud Computing in Emerging Markets, Scopus, 2016, 7436943, 125-131


Content based medical image retrieval system based on generalized gamma distribution and feature matching methodology.

Current Medical Imaging Reviews, Scopus, 2016, 12, 28-35


Model based approach for content based image retrievals based on fusion and relevancy methodology.

International Arab Journal of Information Technology, Scopus, 2015, 12, 519-523


A novel clustering approach using hadoop distributed environment.

Briefs in Applied Sciences and Technology, Scopus, 2015, 0, 113-119


Comparison between Local Binary Pattern andChain Code Techniques for Image Retrieval using Sketches .

nternational Journal of Advanced Research in Computer and Communication Engineering , Google scholar, 2015, 4, 671-676


Software reuse in a paralysis dataset based on categorical clustering and the Pearson distribution.

Journal of King Saud University Computer and Information Sciences, Scopus, 2014, 26, 347-354


A novel model for encryption of Telugu text using visual cryptography scheme.

Advances in Intelligent Systems and Computing, Scopus, 2013, 2, 511-520


Inferring the Human Emotional State of Mind usingAssymetric Distrubution.

(IJACSA) International Journal of Advanced Computer Science and Applications,, Google scholar, 2013, 4, 116-119


EMOTION CLASSIFICATION SYSTEM BASED ONGENERALIZED GAMMA DISTRIBUTION .

nternational Journal of Engineering Research and Applications (IJERA) , EBSCO Host, 2012, 2, 1522-1526


TextIndependent Speaker Recognition using EmotionalFeatures and Generalized Gamma Distribution .

International Journal of Computer Applications, EBSCO Host, 2012, 46, 16-19


AN ENHANCEDMEDICAL IMAGESEGMENTATIONUSING SKEW GAUSSIAN MIXTURE MODEL AND HIERARCHICAL CLUSTERING ALGORITHM .

The International Journal of Multimedia & Its Applications (IJMA), Google scholar, 2012, 4, 89-90


AN IMPROVED MEDICAL IMAGE SEGMENTATION USINGCHARGED FLUID MODEL .

International Journal of Engineering Research and Applications (IJERA) , Google scholar, 2012, 2, 666-668


Text independent speaker recognition model based on gamma distribution using delta, shifted delta cepstrals.

Advances in Intelligent and Soft Computing, Scopus, 2012, 1, 25-29


Unsupervised medical image classification based on skew Gaussian mixture model and hierarchical clustering algorithm.

Communications in Computer and Information Science, Scopus, 2011, 0, 65-74


Unsupervised medical image segmentation on brain MRI images using Skew Gaussian distribution.

International Conference on Recent Trends in Information Technology, Scopus, 2011, 5972371, 1293-1297


Segmentation of Brain MR Images based on FiniteSkew Gaussian Mixture Model with Fuzzy CMeans Clustering and EM Algorithm .

International Journal of Computer Applications, Google scholar, 2011, 28, 18-26


SEGMENTATION OF BRAIN MR IMAGESBASED ON FINITE SKEW GAUSSIAN MIXTURE MODEL WITH FUZZY CMEANSCLUSTERING ALGORITHM .

International Journal of Science and Advanced Technology (, Google scholar, 2011, 2, 58-63


On Improved Medical Brain MR Image Segmentation Based on Truncated SkewGaussian Mixture model using Hierarchical Clustering and EM Algorithms .

International Journal of Advanced Research in Computer Science, Google scholar, 2011, 2, 1-7


An Efficient Approach for Medical Image SegmentationBased on Truncated Skew Gaussian Mixture Model UsingKMeans Algorithm .

International Journal of Computer Science and Telecommunications , Google scholar, 2011, 2, 79-87


A NEW ENCODING SCHEME OF TELUGU TEXT FOR INFORMATION HIDING .

International Journal of Computational Intelligence Techniques , Others, 2011, 2, 26-28


SEGMENTATION OF BRAIN MRI IMAGES USING SKEW GAUSSIAN DISTRIBUTIONWITH KMEANS AND EM ALGORITHMS .

Journal of Signal and Image Processing , Google scholar, 2011, 2, 19-25


Text Dependent and Gender Independent SpeakerRecognition Model based on Generalizations of Gamma Distribution .

International Journal of Computer Applications , EBSCO Host, 2011, 35, 1-4


Image Annotations using Machine Learning and Featuresof ID3 Algorithm .

International Journal of Computer Applications , EBSCO Host, 2011, 25, 45-49


An Application of Semantic Web forMining UnStructured Data .

International Journal of Science and Advanced Technology, Google scholar, 2011, 1, 128-132


A GMM MODEL BASEDFACIALRECOGNITION SYSTEM USING HAAR TRANSFORMATION ANDEIGEN VALUE DECOMPOSITION .

nternational Journal of Engineering Science and Technology, Google scholar, 2010, 2, 773-776


UNSUPERVISED IMAGE SEGMENTATION BASED ON FINITE GENERALIZED GAUSSIAN MIXTURE MODEL WITH HIERARCHICAL CLUSTERING .

Journal of Advanced Research in Computer Engineering, Google scholar, 2010, 4, 43-51


Pricing and ordering policies of an inventory model for deteriorating items having exponential life time .

Indian journal of mathematics and mathematical Sciences , Google scholar, 2009, 5, 1-16


Unsupervised Image Segmentation Method based on FiniteGeneralized Gaussian Distribution with EM & KMeans Algorithm .

IJCSNS International Journal of Computer Science and Network Security, Others, 2007, 7, 317-320


Unsupervised image segmentation using finite doubly truncated Gaussian mixture model and hierarchical clustering.

Current Science, Scopus, 2007, 93, 507-514


Research projects 4

Title of the project IMAGE SEGMENTATION AND CLASSIFICATION USING MULTIVARIATE FEATURES
Funded by DST
Duration 36 months
Sanctioned date 29 December, 2016
Title of the project IMAGE SEGMENTATION AND CLASSIFICATION USING MULTIVARIATE FEATURES
Funded by DST
Duration 36 months
Sanctioned date 28 December, 2016
Title of the project Mapping of Demographic, Environmental, Behavioral, SocioEconomic and Genetic Factors for the Cancer Incidences in Visakhapatnam District of Andhra Pradesh
Funded by DST
Duration 24 months
Sanctioned date 15 July, 2015
Title of the project Usage of Datamining Techniques in Design and Development of Academic Audit System for Effective Teaching And learning
Funded by UGC
Duration 36 months
Sanctioned date 20 November, 2014

Books published 5

Title of the book Model based Color Image Segmentation Techniques
Book / Chapter Book
Name of the publisher LAmbert Publications
Subject area Computer SCience, Image Processing
Edition 1
ISBN 9786139832
Published year 2018
Title of the book Advances in Intelligent Systems and Computing
Book / Chapter Book
Name of the publisher Springer, Singapore
Subject area Soft Computing in Data Analytics
Edition 1
ISBN 978981130514
Published year 2018
Title of the book Programming in C
Book / Chapter Book
Name of the publisher Shree Publishing House, 2016
Subject area Computer SCience
Edition 1
ISBN 9789385518065
Published year 2017
Title of the book System Software
Book / Chapter Book
Name of the publisher Andhra University, Correspondence Course
Subject area Computer SCience
Edition 1
ISBN 0
Published year 2014
Title of the book Internet Technologies
Book / Chapter Book
Name of the publisher Andhra University, Correspondence Course
Subject area Computer SCience
Edition 1
ISBN 0
Published year 2013

Training & workshops 6

Title FDP on Recent advances in Computer Science
Type Faculty development program
Organized by Department of Computer Science, GITAM UNIVERSITY
More info...
Title National workshop on Bioinformatics and Computational Biology
Type Quality improvement program
Organized by Department of Computer Science, GITAM UNIVERSITY
More info...
Title recent advances in stochastic modeling and its applications
Type Faculty development program
Organized by Department of Statistics , Andhra University
More info...
Title Recent Trends in Data Mining
Type Faculty development program
Organized by Department of Computer Science, GITAM UNIVERSITY
More info...
Title Recent advances in Statistical Signal processing and its Applications
Type Faculty development program
Organized by Department of Statistics , Andhra University
More info...
Title Digital Image Processing and its Applications with Matlab
Type Faculty development program
Organized by Department of Computer Science, GITAM UNIVERSITY
More info...

Consultancy projects 4

Title of the project Defect Detection On Manufacturing Product Images Applying Deep Learning Technology
Name of the principal investigator Y.Srinivas
Name of the co investigator K.Naveen, S.Praveen Kumar
Name of the client / agency funded ExaIntelligence, JAPAN, Tokyo
Duration 6 months
Title of the project Reinforcement Learning For Solving ShortestPath And Dynamic Scheduling problems
Name of the principal investigator Y.Srinivas
Name of the co investigator K.Naveen, S.Praveen Kumar
Name of the client / agency funded ExaIntelligence, JAPAN, Tokyo
Duration 3 months
Title of the project Defect Detection On Manufacturing Product Images Applying Deep Learning Technology
Name of the principal investigator Y.Srinivas
Name of the co investigator K.Naveen, S.Praveen Kumar
Name of the client / agency funded ExaIntelligence, JAPAN, Tokyo
Duration 6 months
Title of the project Project on improving adolescents lives in Andhra Pradesh
Name of the principal investigator Y.Srinivas
Name of the co investigator Y.Srinivas
Name of the client / agency funded UNICEF
Duration 12 months

Patents 1

Title Coin Texture Analysis and Sorting at Indian Patent Office, Ref.No. published on 06072018
Application number 201841023942
Category Indian
Submitted date07 June, 2018

Papers in seminars & conferences 5

Seminar name GideonAn Artificial Intelligent Companion
Organized by IEEE
More info...
Seminar name GideonAn Artificial Intelligent Companion
Organized by Springer
More info...
Seminar name Efficient HighUtility Itemset Mining Over Variety of Databases A Survey
Organized by Springer
More info...
Seminar name Insider threat detection with face recognition and KNN user classification
Organized by IEEE
More info...
Seminar name Optimization of feature subset using HABC for automatic speaker verification
Organized by IEEE
More info...

Research guidance 22

Title of the thesis Mobility Assistance framework for visually challenged
Name of the student M.Srinu
Name of the college / university GITAM
Major subject area Image processing
Year of admission 2020
Type of admission Part time
Thesis specification PhD
Title of the thesis Medical Image Segmentation based on Bivariate Generalized Gaussian Mixture Models
Name of the student L.Santhi Raju
Name of the college / university GITAM
Major subject area Image processing
Year of admission 2019
Type of admission Full time
Thesis specification PhD
Title of the thesis Finding and Fine Tuning the Data Utility in Privacy Preserving Data Mining
Name of the student N.Sridhar
Major subject area Network Security
Year of admission 2017
Type of admission Part time
Thesis specification Phd
Title of the thesis Statistical Model based Approach for identifying the Guilt Agent in Distributed Network Management System using Skew Gaussian Distribution
Name of the student S.Praveen Kumar
Major subject area Security
Year of admission 2016
Type of admission Part time
Thesis specification Phd
Title of the thesis MultiModel biometric system for effective authentication using Model based Approach
Name of the student Ch.Manas Kumar
Major subject area Biometrics
Year of admission 2015
Type of admission Part time
Thesis specification Phd
Title of the thesis Towards Brain Tumor Segmentation using Bivariate Model Classification
Name of the student M.Vamsi Krishna
Major subject area Image Processing
Year of admission 2014
Type of admission Part time
Thesis specification Phd
Title of the thesis Study on Factors influencing Software Reliability
Name of the student Y.Vamsidhar
Major subject area Data Mining
Year of admission 2014
Type of admission Part time
Thesis specification Phd
Title of the thesis Analysis of MRI Brain images using Model based approaches
Name of the student Ch.Murali Krishna
Major subject area Image Processing
Year of admission 2014
Type of admission Part time
Thesis specification Phd
Title of the thesis Weather Forecasting Based On Statistical Modeling And Data mining Techniques
Name of the student M.Vamsi Krishna
Major subject area Data Mining
Year of admission 2014
Type of admission Part time
Thesis specification Phd
Title of the thesis Usage of Data Mining Techniques in Design and Development of Academic Audit System for Effective Teaching and Learning
Name of the student G.Sriram
Major subject area Data Mining
Year of admission 2013
Type of admission Part time
Thesis specification Phd
Title of the thesis Optimizing Spectral Feature Based Text Independent Speaker Verification
Name of the student G.Sriram
Major subject area Speech Processing
Year of admission 2013
Type of admission Part time
Thesis specification Phd
Title of the thesis User Navigational Behavior analysis based on Model Based Approaches
Name of the student M.Rekha Sundari
Major subject area Data Mining
Year of admission 2012
Type of admission Part time
Thesis specification Phd
Title of the thesis Content Based Image Retrievals from Social Networking sites using model based Techniques
Name of the student P.Anuradha
Major subject area Image Processing
Year of admission 2012
Type of admission Part time
Thesis specification Phd
Title of the thesis Novel Approaches to Domain Knowledge Representations for Content based image retrieval using Semantic Web
Name of the student A.Gautami Latha
Major subject area Image Processing
Year of admission 2012
Type of admission Part time
Thesis specification Phd
Title of the thesis Texture Segmentation Techniques using MultiVariate Generalized Gaussian Mixture Model
Name of the student K.Naveen Kumar
Major subject area Image Processing
Year of admission 2012
Type of admission Part time
Thesis specification Phd
Title of the thesis Nil
Name of the student N.Sridhar
Major subject area Network Security
Year of admission 2011
Type of admission Part time
Thesis specification Phd
Title of the thesis Content Based Image Retrieval Systems using Multivariate distribution
Name of the student T.V.Madhusudhana Rao
Major subject area Image Processing
Year of admission 2010
Type of admission Part time
Thesis specification Phd
Title of the thesis Enhancing the Degree of Trust and Cloud Adoptability using Quality of Seruices
Name of the student M.Subrahmanya Sarma
Major subject area Security
Year of admission 2010
Type of admission Part time
Thesis specification Phd
Title of the thesis A Novel Approach of Medical MR Image segmentation using Skew Gaussian Distribution
Name of the student V.Nagesh
Major subject area Image Processing
Year of admission 2009
Type of admission Full time
Thesis specification Phd
Title of the thesis A Model based Approach for Speaker Recognition and Effective Speech Analysis based on Generalized Gama Distribution
Name of the student K.Suribabu
Major subject area Speech Processing
Year of admission 2009
Type of admission Full time
Thesis specification Phd
Title of the thesis Criminal identification system based on Mixture models
Name of the student M.Uttam
Major subject area Data Mining
Year of admission 2009
Type of admission Full time
Thesis specification Phd
Title of the thesis A Novel Approach for Reuse of Medical Databases Using Statistical Distributions
Name of the student M.Bhanu Sridhar
Major subject area Software Engineering
Year of admission 2009
Type of admission Full time
Thesis specification Phd

Membership in professional bodies 7

Organization name International Association of Engineers
Membership category Life
Membership type Member
Organization name Life Member International Association of Computer Science and Information Technology IACSIT
Membership category Life
Membership type Member
Organization name International Indian Statistical Association
Membership category Life
Membership type Member
Organization name Institute of Engineers
Membership category Life
Membership type Associate member
Organization name Indian Science Congress Association
Membership category Life
Membership type Member
Organization name Indian Society for Technical Education
Membership category Life
Membership type Institutional member
Organization name Indian Society for Theoretical and Applied Mathematics ISTAM
Membership category Life
Membership type Member

Awards & Recognizations 4

Name of the award Best REsearcher
Awarded by Gitam Deemed to be University
Awarded year 2016
Name of the award Nomination as BOS External member
Awarded by Gudlavalleru
Awarded year 2014
Name of the award Sastra Award
Awarded by Vignan Engineering College
Awarded year 2010
Name of the award Best Teacher
Awarded by JNTU Kakinada
Awarded year 2009

Guest lectures 2

Title of the lecture Feature Extraction Methodologies in Image Processing
Name of the college / university KIET Engineering College
Place Kakinada
Date 29-Oct-2013
Title of the lecture Data Engineering and Knowledge Discovery
Name of the college / university Department of IT Gudlavaleru Engineering Collge, National workshop on Recent Trends in IT
Place Gudlavaleru, Near Vijayawada
Date 08-Jul-2014

Board member 3

Board name member
Journal name IJIGSP Editorial Board
Board name Reviewer
Journal name ICTACT Journal on Communication Technology An International Publication of ICT Academy
Board name Reviewer
Journal name The sai Journal (IJACSA)

Policy Making 0

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