Dr.Sudheep Elayidom

Professor

Department of Computer Science & Engineering

Email:sudheepelayidom@hotmail.com

Qualification

PhD

Joined in CUSAT

01-07-1998

Area of Interests

Data Mining, Big Data

Title:  Bacterial Spot Classification in Bell Pepper Plants Based on Convolutional Neural Network Architecture

Category:  Recent Trends in Communication and Intelligent Systems

Year of Publication:  2023

Co Authors:  Mathew, M.P

Issue:  https://doi.org/10.1007/978-981-99-5792-7_7

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Title:  Blockchain Technology as a Solution for Vulnerabilities in Internet of Things-A Survey

Category:  Advanced Computing and Communication Technologies

Year of Publication:  2023

Co Authors:  M. Rakhee

Issue:  pp. 1-6, doi: 10.1109/ACCTHPA57160.2023.10083337

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Title:  Analytical review and study on various course recommendation systems

Category:  International Journal of Wireless and Mobile Computing

Year of Publication:  2023

Co Authors:  Anupama, V.

Issue:  25.2 (2023): 160-170.(Inderscience)(Scopus)

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Title:  Design and implementation of an efficient and cost effective deep feature learning model for rice yield mapping

Category:  Int. J. Computational Science and Engineering

Year of Publication:  2022

Co Authors:  Sarith Divakar, Rajesh R

Issue:  25(02)

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Title:  Mammogram pectoral muscle removal and classification using histo-sigmoid based ROI clustering and SDNN

Category:  Springer Nature(Multimedia tools and applications)(SCI, SCOPUS)

Year of Publication:  2022

Co Authors:  Girija O K

Issue:  Vol. 25, No. 2, pp. 128-139.

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Title:  Krishnan, H., Elayidom, M.S. and Santhanakrishnan, T. (2022) ‘Sentiment analysis of product reviews using weighted distance-based whale optimisation assisted deep belief network

Category:  Int. J. Business Information Systems, Vol. 39, No. 2, pp.241–277.

Year of Publication:  2022

Co Authors:  H. Krishnan,SAnthanakrishnan T

Issue:  Vol. 39, No. 2, pp.241–277

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Title:  Recommendation system using deep learning to predict suitable academic path for higher secondary students

Category:  2022 International Conference on Innovative Trends in Information Technology

Year of Publication:  2022

Co Authors:  Anupama. V

Issue:  

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Title:  Course Recommendation System: Collaborative Filtering, Machine Learning and Topic Modelling

Category:  Conference

Year of Publication:  2022

Co Authors:  V. Anupama

Issue:  pp. 1459-1462, doi: 10.1109/ICACCS54159.2022.9785353.

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Title:  Sentiment analysis of product reviews using weighted distance-based whale optimisation assisted deep belief network

Category:  International Journal in Business Information Systems

Year of Publication:  2022

Co Authors:  Hema Krishnan

Issue:  Vol. 39, No. 2, pp.241–277

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Title:  Secure and privacy-preserving multi-keyword ranked information retrieval from encrypted big data,

Category:  IJICS

Year of Publication:  2021

Co Authors:  Lija Mohan

Issue:  Scopus indexed

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Title:  Design and implementation of an efficient and cost effective deep feature learning model for rice yield mapping

Category:  International Journal

Year of Publication:  2021

Co Authors:  Sarith divakar,Rajesr tampy

Issue:  e-SCI to be published soon

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Title:  Optimization Assisted Convolutional Neural Network for Sentiment Analysis with Weighted Holoentropy-based Features”

Category:  International Journal

Year of Publication:  2021

Co Authors:  Hema Krishnan, T. Santhanakrishnan

Issue:  20(04)

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Title:  Weighted holoentropy-based features with optimised deep belief network for automatic sentiment analysis: reviewing product tweets

Category:  Journal of Experimental and theoretical artificial intelligence

Year of Publication:  2021

Co Authors:  Hema krishnan, Santhankrishnan

Issue:  1-20

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Title:  An effective Mammogram classification using HOT based Tree and HOT based CNN

Category:  Turkish Journal of Computer and Mathematics Education

Year of Publication:  2021

Co Authors:  Girija O.K

Issue:  Volume-12,No.3, pp.4202-4216, April 2021 (Scopus Indexed 2020).

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Title:  Sentiment Analysis of Product Reviews using Weighted Distance-based Whale Optimization assisted Deep Belief Network

Category:  International Journal of Business Information systems, inderscience ( scopus indexed)

Year of Publication:  2020

Co Authors:  Hema krishnan, Santhankrishnan

Issue:  DOI: 10.1504/IJBIS.2020.10024968

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Title:  A Novel Sequence Graph-based Approach to Find Academic Research Trends

Category:  International Journal of Web Portals(IJWP)

Year of Publication:  2020

Co Authors:  Soumya George, M. Sudheep Elayidom, T. Santhanakrishnan

Issue:  12(1)

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Title:  Call detail record based traffic density analysis using global K-means clustering

Category:  Inderscience IIJE paper published in Jan 2020,176 Int. J. Intelligent Enterprise

Year of Publication:  2020

Co Authors:  Suja C Nair, Sasigopal

Issue:   Vol. 7, Nos. 1/2/3, 2020

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Title:  A Novel Fuzzy Linguistic Fusion Approach to Naive Bayes Classifier for Decision Making Applications

Category:  IJASIT

Year of Publication:  2020

Co Authors:  Femina TB

Issue:  10(5),2020(SCOPUS INDEXED)

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Title:  Predicting the Winner of Delhi Assembly Election, 2015 from Sentiment Analysis on Twitter Data – A BigData perspective

Category:  International Arab Journal of Information Technology (IAJIT).(SCI indexed).

Year of Publication:  2019

Co Authors:  Lija Mohan

Issue:  SCI indexed

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Title:  Secure and privacy-preserving multi-keyword ranked information retrieval from encrypted big data,

Category:  International Journal

Year of Publication:  2019

Co Authors:  Lija Mohan, Sudheep Elayidom M

Issue:  INDERSCIENCE Publishers.

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Title:  “Knowledge Graph Based subject classification of scholarly articles

Category:  International Journal

Year of Publication:  2019

Co Authors:  Soumya George, M. Sudheep Elayidom, T. Santhanakrishnan

Issue:  Vol-11, 02-Special Issue,2019

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Title:  ”A strategic Framework for feature selection in Banking Sector fro credit Risk Analysis”

Category:  International Journal

Year of Publication:  2019

Co Authors:  Femina T Bahari, M. Sudheep Elayidom, "

Issue:  ISSN 2277-3878 ,Volume-8,Issue-1,

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Title:  ”An enhanced Analytics CRM Framework using Symbolic Fuzzy Approach in Decision Making Application.

Category:  International Journal

Year of Publication:  2018

Co Authors:  Femina T Bahari, M. Sudheep Elayidom, "

Issue:  Vol-10, 15-Special Issue,2018

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Title:  ”An Efficient Approach for Crop Yield Forecasting Using Machine Learning Techniques based on Normalized Difference Vegetation Index and Climatic Indices”

Category:  International Journal

Year of Publication:  2018

Co Authors:  M Sarith Divakar,M Sudheep Elayidom,R Rajesh,

Issue:  Vol-10, 15-Special Issue,2018

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Title:  ”A Novel Prediction Window based Closing Value Analysis Technique for Derivative Market”

Category:  International Journal

Year of Publication:  2018

Co Authors:  Cerene Mariam Abraham, M. Sudheep Elayidom, T. Santhanakrishnan,

Issue:  Vol-10, 15-Special Issue,2018.

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Title:  ”Dual sentiment analysis using convolutional neural network”.Journal of Advanced Research in Dynamical and Control System.

Category:  International Journal

Year of Publication:  2018

Co Authors:  Hema Krishnan, M.Sudheep Elayidom, T. Santhanakrishnan

Issue:  Vol-10, 15-Special Issue,2018

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Title:  "An Efficient Fuzzy Computational framework for customer segmentation model in credit analysis

Category:  International Journal

Year of Publication:  2018

Co Authors:  Femina T Bahari, M. Sudheep Elayidom, "

Issue:  pp.1-4,Vol 9,Issue 1

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Title:  “Secure and Privacy Preserving Mail Servers using Modified Homomorphic Encryption (MHE) Scheme”,

Category:  International Journal

Year of Publication:  2018

Co Authors:  Lija Mohan, Sudheep Elayidom M.

Issue:  volume 9, Issue 3, 3rd March 2018.

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Title:  “ATTRIBUTE BASED HIERARCHICAL CLUSTERING ALGORITHM FOR TRAFFIC DENSITY ANALYSIS”

Category:  International Journal

Year of Publication:  2018

Co Authors:  Suja C Nair, Sudheep Elayidom M, Sasi gopalan ,

Issue:  ISSN 0973-4562 Volume 13, Number 3

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Title:  ”Mammogram Classification for Early Breast Cancer Detection using Convolutional neural network with gray level co-occurrence Matrix”

Category:  International Journal

Year of Publication:  2018

Co Authors:  Girija O K, M.Sudeep Elayidom,

Issue:  Vol-10, 15-Special Issue,2018

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Title:  Collective Tweet Analysis for Accurate User Sentiment Analysis - a Case Study with Delhi Assembly Election 2015’

Category:  International Journal

Year of Publication:  2018

Co Authors:  Lija Mohan, Sudheep Elayidom M

Issue:  vol. 5, pp. 228-242.

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Title:  "Enhancement for Image Clustering using BTC and Fuzzy C Means Clustering Algorithm"

Category:  International Journal

Year of Publication:  2017

Co Authors:  Girija O K, M.Sudeep Elayidom,

Issue:  pp.122-128.Vol.6,Issue 10,

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Title:  "Implementation Of Correlation And Regression Techniques For Efficient Analysis Of Indian Stock Market "

Category:  International Journal

Year of Publication:  2017

Co Authors:  Cerene Mariam Abraham, M. Sudheep Elayidom, T. Santhanakrishnan,

Issue:  Volume-06 Issue-04,pp 70-73

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Title:  "A Big Data Framework for the Prediction of Equity Variations for the Indian Stock Market "

Category:  International Journal

Year of Publication:  2017

Co Authors:  Cerene Mariam Abraham, M. Sudheep Elayidom, T. Santhanakrishnan,

Issue:  Volume-06 Issue-10,pp 22-26

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Title:  “A Reactive Search Re-ranking Model Based on Images of User Interest”

Category:  International Journal

Year of Publication:  2017

Co Authors:  Nikhila T Bhuvan, Sudheep Elayidom,

Issue:  Volume 6 Issue 5 May 2017.

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Title:  “DESIGN & IMPLEMENTATION OF TRAFFIC ANALYSIS AND PREDICTION SYSTEM USING CDR DATA

Category:  International Journal

Year of Publication:  2017

Co Authors:  Suja C Nair, Sudheep Elayidom M, Sasi gopalan ,

Issue:  ,pp 60-64.Vol 2 Issue 5,42876

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Title:  "Emotion Detection of Tweets using Naïve Bayes Classifier"

Category:  International Journal

Year of Publication:  2017

Co Authors:  Hema Krishnan, M.Sudheep Elayidom, T. Santhanakrishnan,

Issue:  Vol 4, Issue 11,November 2017

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Title:  "A Fuzzy Possibilistic Framework for Segmentation of Customer Data for Behavioural Analysis in Banking Sector"

Category:  International Journal

Year of Publication:  2017

Co Authors:  Femina T Bahari, M. Sudheep Elayidom, "

Issue:   pp.662-665,Vol 6,Issue 5,

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Title:  "A Novel Sequence Graph Representation for Searching and Retrieving Sequences of Long Text in the Domain of Information Retrieval"

Category:  International Journal

Year of Publication:  2017

Co Authors:  Soumya George, M. Sudheep Elayidom, T. Santhanakrishnan

Issue:  pp 108-113, Volume 2 ,Issue 5

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Title:  "MongoDB: A Comparison with noSQL databases"

Category:  International Journal

Year of Publication:  2016

Co Authors:  Hema Krishnan, M.Sudheep Elayidom, T. Santhanakrishnan

Issue:  pp.Vol 7, Issue 5,42491

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Title:  “A Novel Big Data Approach to Classify Bank Customers - Solution using Hadoop”

Category:  International Journal

Year of Publication:  2016

Co Authors:  Lija Mohan, Sudheep Elayidom M

Issue:  Volume 9,DOI: 10.5815,pp 81-90,

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Title:  "Impact of data mining techniques in Stock Market analysis in India"

Category:  International Journal

Year of Publication:  2016

Co Authors:  Cerene Mariam Abraham, M. Sudheep Elayidom, T. Santhanakrishnan, Rohit Jha, Soumya Shrivastava

Issue:  5(5),pp.8-11

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Title:  "Design And Implementation Of Efficient Regression Analysis Techniques In Derivative Market"

Category:  International Journal

Year of Publication:  2016

Co Authors:  Cerene Mariam Abraham, M. Sudheep Elayidom, T. Santhanakrishnan,

Issue:  Vol 4 Issue-11,pp.Page 26-29

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Title:  ,"AN IMPLEMENTATION OF RECOMMENDATION SYSTEM FOR HOTELS BASED ON MAP-REDUCE FOR BIG-DATA APPLICATIONS "

Category:  International Journal

Year of Publication:  2016

Co Authors:  Neethesh N Shenoy, Vaisakhan A, M. Sudheep Elayidom

Issue:  5(5),pp.437-439

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Title:  "Recent Trends in Image Retrieval Image retrieval Techniques for the Big data platform"

Category:  International Journal

Year of Publication:  2016

Co Authors:  Girija O K, M.Sudeep Elayidom,

Issue:  pp.71-75.Vol. 5, Special Issue 1

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Title:  “Analysis and Design of an Efficient Search Technique Using Visual Classification”,

Category:  International Journal

Year of Publication:  2016

Co Authors:  Nikhila T Bhuvan, Sudheep Elayidom,

Issue:  Volume 5, Issue 5

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Title:  "A novel categorized search strategy using distributional clustering"

Category:  International Journal

Year of Publication:  2016

Co Authors:  Neenu Joseph. M, Sudheep Elayidom

Issue:  7(1),pp.234-238

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Title:  "Measures to Evaluate the Superiority of a Search Engine"

Category:  International Journal

Year of Publication:  2016

Co Authors:  Soumya George, M. Sudheep Elayidom, T. Santhanakrishnan

Issue:  4(2) ,pp.214 - 220

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Title:  “A Data Driven Framework for Customer Segmentation and Prospective Customer Prediction in Direct Marketing”

Category:  International Journal

Year of Publication:  2016

Co Authors:  Femina.T.B, Sudheep Elayidom,

Issue:   3(2), pp.15-18

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Title:  "Overview of Image retrieval Techniques"

Category:  International Journal

Year of Publication:  2015

Co Authors:  Girija O K, M Sudeep Elayidom,

Issue:  pp.76-81.Vol.4,Special Issue 1

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Title:  “Leveraging Cloud for Large Scale Business Transactions – A Survey”,

Category:  International Journal

Year of Publication:  2015

Co Authors:  Neethu Mohandas, Sudheep Elayidom, Sasi Gopalan,

Issue:  4(1), pp 30-33

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Title:  Impact and Application of Sentiment Analysis using Twitter”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Hema Krishnan, M.Sudheep Elayidom, T. Santhanakrishnan

Issue:  Vol 4 Special issue 1, pp 18-21

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Title:  “A Technical Insight On The New Generation Databases: NoSQL”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Nikhila T Bhuvan, Sudheep Elayidom

Issue:  (0975 – 8887) Volume – 122

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Title:  “Survey on Data Preprocessing Techniques for Fuzzy Association Rule Mining”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Vini Vijayan, Sudheep Elayidom,

Issue:  4(1), pp 49-51

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Title:  "Analysis of the stock market prediction techniques and its impact in the equity domain"

Category:  International Journal

Year of Publication:  2015

Co Authors:  Cerene Mariam Abraham, M.Sudheep Elayidom, T. Santhanakrishnan, Manoj P. Michel,

Issue:  4(12),pp.176-179

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Title:  “A novel distributed intrusion detection framework for network analysis”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Reshmi M.R, Sudheep Elayidom M

Issue:  4(8), pp. 246-251

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Title:  "Implementation of Correlation Techniques for the Equity market in India"

Category:  International Journal

Year of Publication:  2015

Co Authors:  Cerene Mariam Abraham, M.Sudheep Elayidom

Issue:  4(1),pp.27-29

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Title:  A Practical Scheme for Implementing Client Side Encryptions and Decryptions”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Lija Mohan, Sudheep Elayidom M

Issue:  Issue 3,pp.21-26,

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Title:  “An efficient data pre processing frame work for loan credibility prediction system”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Soni P.M, Varghese Paul, Sudheep Elayidom,

Issue:  4(5),pp.273-277

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Title:  "A Study on applicability of Graph Databases in Big Data Analysis"

Category:  International Journal

Year of Publication:  2015

Co Authors:  Soumya George, M. Sudheep Elayidom, T. Santhanakrishnan

Issue:  Vol. II, Special Issue X

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Title:  Block level mode value based pixel difference method for high capacity reversible data hiding in images, IJARCSSE

Category:  International Journals

Year of Publication:  2014

Co Authors:  Jaimon Jacob, Muraleedharan K B, Sudheep Elayidom

Issue:  4(4), pp. 431-43410(5),2020(SCOPUS INDEXED)

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Title:  An efficient cloud based framework for web recommendation systems, In proceedings of ICCSIE, Bangalore, India

Category:  International or Major COnferences

Year of Publication:  2014

Co Authors:  Soumya K. menon, Varghese Paul, Sudheep Elayidom, Rathan Kumar

Issue:  pp. 7-11

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Title:  Fine grained access control and revocation for secure cloud environment- A polynomial based approach, In proceedings of ICICT

Category:  International or Major Conferences

Year of Publication:  2014

Co Authors:  Lija mohan, Sudheep Elayidom

Issue:  Indexed in Elsevier Proceedia Computer Science (will be available online in march 2015)

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Title:  Hadoop- A big data analytic tool, In proceedings of ICRTET-2014, Kerala, India

Category:  International or Major Conferences

Year of Publication:  2014

Co Authors:  Lija Mohan, Sudheep Elayidom

Issue:  pp. 55-60

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Title:  An efficient CRM data mining framework for the prediction of customer behavior, In proceedings of ICICT-2014

Category:  International or Major Conferences

Year of Publication:  2014

Co Authors:  Femina T. B, Sudheep Elayidom

Issue:  Indexed in Elsevier proceedia Computer science (will be available online in march 2015)

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Title:  Analysis and evaluation of performance of query execution for the big data platform, In proceedings of ERCICA-14, Bangalore ,India

Category:  International or Major Conferences

Year of Publication:  2014

Co Authors:  Nikhila T.B , Sudheep Elayidom, Aswathy S, Soubhagya V. N

Issue:  Indexed by Elsevier Proceedia Computer science(will be available online in march 2015)

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Title:  “An Efficient File Storage Implementation In Cloud Based On Suffix Trees For Encrypted Data Access”

Category:  International Journal

Year of Publication:  2014

Co Authors:   Lija Mohan, Sudheep Elayidom M

Issue:  Issue 3,pp 1256-1261

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Title:  Text classification for authorship attribution analysis, ACIJ

Category:  International Journal

Year of Publication:  2013

Co Authors:  Sudheep Elayidom, Chinju Jose, Anitta Puthussery ,Neenu K. Sasi

Issue:  4(5), pp. 1-10

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Title:  A Hybrid ensemble framework for employment prediction problems, Bioinfo Journals: Advances in computational research

Category:  International journal

Year of Publication:  2011

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  3(1), pp. 25-30

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Title:  A Generalized data mining framework for employment prediction problems, IJCA

Category:  International Journal

Year of Publication:  2011

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  31(3), pp. 40-47

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Title:  Design and performance analysis of data mining techniques based on decision tree and Naive-Bayes classifier for employment chance prediction, JCIT

Category:  International Journal

Year of Publication:  2011

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  6(5), pp. 89-98

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Title:  Comparison of data mining techniques based on decision tress and neural networks for placement chance prediction, In proceedings of International conference on computational engineering practices and techniques, kerala, India

Category:  International or Major Conferences

Year of Publication:  2010

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  pp. 173-178

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Title:  Applying statistical dependency analysis techniques in a data mining domain, CSC-IJDE

Category:  International Journal

Year of Publication:  2010

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  1(2), pp. 14-24

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Title:  Analysis and implementation of data mining techniques using Naive-Bayes classifier and neural networks, Global journal of computer science and technology

Category:  International Journal

Year of Publication:  2010

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  10(10), pp. 20-25

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Title:  Applying data mining techniques for placement chance prediction, International conference on advances in computing, control and telecommunication technologies, Kerala, India

Category:  International Or Major Conferences

Year of Publication:  2009

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  pp. 669-671

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Title:  Applying data mining using statistical techniques for career selection, IJRTE

Category:  International Journal

Year of Publication:  2009

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  1(1), pp. 446-449

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Title:  A Novel decision tree algorithm for numeric data sets-C 4.5*Stat, International Journal of advanced computing

Category:  International Journal

Year of Publication:  36(1),pp. 1120-1123

Co Authors:  Sudheep Elayidom, Sumam Mary Idicula, Joseph Alexander

Issue:  2013

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