Faculty Profile
Yalavarthi Radhika
Professor , Computer science engineering, GST, VSP
Additional roles
- Associate dean - Central administrative office, VSP.
Education
Ph. D.Email ID
ryalavar@gitam.eduEducation
Ph. D.Research Areas
- Data Mining
- Data Mining
- Machine learning
Education
| Degree Name | Institute & College name | Year of Graduation/Award |
|---|---|---|
| A NEW ALGORITHM FOR BUILDING OPTIMAL REGRESSION MODEL FOR TIME SERIES PREDICTION | AU | 2010 |
| MTECH | AU COLLEGE OF ENGINEERING | 2001 |
| BE | AU COLLEGE OF ENGINEERING | 1999 |
A Review Music Feature Extraction from an Audio SignalInternational Journal of Advanced Trends in Computer Science and Engineering, Scopus, APR-2020, 9, 973-980
Digital image pixel processing and 2dconvolutionGedrag en Organisatie, Scopus, MAR-2020, 33, 123-130
A simple speaker identification approach by using melfrequency cepstrum coefficientsGedrag en Organisatie, Scopus, MAR-2020, 33, 104-115
Optimization Techniques are Best Choice to Segment Blood Vessels from Retinal Fundus ImagesInternational Journal of Engineering and Advanced Technology, Scopus, OCT-2019, 9, 4799-4812
An efficient segmentation of retinal blood vessels using singular value decomposition and morphological operatorInternational Journal of Advanced Computer Science and Applications, Scopus, SEP-2019, 10, 1-11
A Machine learning access for selection of influential variables of several ITK inhibitors using regression researchInternational Journal of Recent Technology and Engineering, Scopus, AUG-2019, 8, 1867-1875
An analytical approach for bankruptcy prediction using big data and machine learning techniqueJournal of Theoretical and Applied Information Technology , Scopus, -2019, 97, 1823-1832
Optimal Variables Identification and Statistical Mining Approach for Healthcare DataJournal of Adv Research in Dynamical & Control Systems, Scopus, -2019, 11, 1487-1495
Optimized maximal principal curvatures based segmentation of blood vessels from retimal imagesBiomedical Research, Scopus, -2019, 30, 308-318
A Comparative Paper on Measuring the Performance of Snort and Suricata with Variable Packet Sizes and SpeedInternational Journal of Engineering&Technology, Scopus, -2019, 8, 53-58
A Survey on applications of data mining techniquesInternational Journal of Applied Engineering Research, Scopus, -2018, 13, 5384-5392
Detection and Analysis of Network Intrusions using Data Mining ApproachesInternational Journal of Applied Engineering Research, Scopus, -2018, 13, 4059-4066
A survey on machine learning and statistical techniques in bankruptcy predictionInternational Journal of Machine Learning and Computing, Scopus, -2018, 8, 133-139
A Model for Accurate Prediction In GeoRSS Data Using Naive Bayes ClassifierJournal of Scientific and Industrial Research, Scopus, -2017, 76, 473-476
Effective Approach for Intrusion Detection Using KSVM and RJournal of Theoretical and Applied Information Technology, Scopus, -2017, 95, 4236-4247
A Model for Accurate Prediction In GeoRSS Data Using Naive Bayes ClassifierJournal of Scientific and Industrial Research, Google scholar, -2017, 76, 473-476
A Hybrid Prediction Algorithm using Naive Bayes Classifier for Improving Accuracy in Classifying LISS III DataJournal of Indian Geophysical Union, Others, -2017, 21, 271-276
An improved Ant Colony Optimization for Parameter Optimization of Support Vector MachineInternational Journal of Engineering and Advanced Technology, Others, -2017, 6, 198-204
A Birds view on related Literature on Genetic AlgorithmInternational Journal of Research in Engineering and Applied Sciences, Google scholar, -2017, 7, 1-8
A Study on recent advances on Ant Colony Optimization AlgorithmInternational Journal of Advanced Scientific Research & Development, Google scholar, -2017, 4, 89-96
Minimizing Loss of Accuracy for Seismic Hazard Prediction using Naive Bayes ClassifierInternational Research Journal of Engineering and Technology, Google scholar, -2016, 3, 75-77
Extractive text summarization using modified weighing and sentence symmetric feature methodsInternational Journal of modern education and computer science, Google scholar, -2015, 10, 33-39
A web Implementation of Naive Bayes ClassifierInternational Journal of Innovative Research in Computer and Communication Engineering, Google scholar, -2015, 3, 20-23
A Complete Study On Intrusion Detection Using DataMining TechniquesInternational Journal of Computer Engineering And Applications, Google scholar, -2015, 9, 130-137
FPST A new term weighting algorithm for long running and short lived eventsInternational Journal of Data Analysis Techniques and Strategies, Scopus, -2015, 7, 366-383
An Improvement to TF*PDF Salient Long Running Event Detection from News Documents based on various featuresElixir Comp. Sci. & Engg, Others, -2014, 68, 21953-21958
Wake analysis from the first principles of hydrodynamicsInternational Journal of Heat and Technology, Scopus, -2014, 32, 155-161
The Elementaries Involved in the Process of Speaker RecognitionInternational Journal of Advances in Soft Computing Technology, Google scholar, -2013, 3, 87-93
Handsfree PC control Controlling of mouse cursor using eye movementInternational Journal of Scientific and Research Publications, Others, -2012, 2, 1-5
A Cogitate Study on Text MiningInternational Journal of Engineering and Advanced Technology, Scopus, -2012, 1, 189-196
A genetic approach to improve the performance index by using Artificial Neural NetworksInternational Journal of Computer Science & Communication, Others, -2012, 3, 247-251
Atmospheric temperature prediction using support vector machinesInternational Journal of Computer Theory and Engineering, Google scholar, -2009, 1, 55-58
A Recursive algorithm for parameter optimization in support vector regressionInternational Journal of Computer Applications in Engineering, Technology and Sciences, Others, -2009, 1, 451-454
| Title of the project | Funded by | Duration | Sanctioned date |
|---|
| Title of the project | Funded by | Duration | Sanctioned date |
|---|---|---|---|
| Application of Data mining Techniques for weather data analysis | DST | 36 | 15-Jan-2014 |
| Title of the book | Book / Chapter | Name of the publisher | Subject area | Edition | Page numbers | ISBN | Published year |
|---|---|---|---|---|---|---|---|
| Speaker Recognition A Case Study | Book | BHIP | Artificial Neural Networks | 1 | 9788193431023 | 2017 | |
| Proceedings of the Second International Conference on Computer and Communication Technologies | Chapters | Springer | Advances in Intelligent Systems and Computing | 1 | 671-678 | 978813222517 | 2015 |
| Proceedings of the Second International Conference on Computer and Communication Technologies | Chapters | Springer | Advances in Intelligent Systems and Computing | 1 | 163-174 | 978813222517 | 2015 |
| Information Systems Design and Intelligent Applications | Chapters | Springer | Advances in Intelligent Systems and Computing | 1 | 859-874 | 978813222247 | 2015 |
| Seminar name | Organized by | Venue | Start date | End date | Title of the paper presented | Role | Co presenter |
|---|---|---|---|---|---|---|---|
| National | IEEE Vizag Bay Subsection | Department of Computer Science and Systems Engineering, College of Engineering (A), Andhra University. | 24-Mar-2012 | 24-Mar-2012 | Participated | ||
| National | Dept. of CSE, GITAM | GITAM | 30-Sep-2011 | 01-Oct-2011 | Participated | ||
| National | IETE, Visakhapatnam | AU, Visakhapatnam | 10-Feb-2007 | 11-Feb-2007 | Application of Artificial neural networks in Rainfall Prediction | Participated | M.Swapna |
| National | Department of Computer Science Engineering, Information Technology, Computer Science, GITAM | GITAM | 25-Feb-2006 | 26-Feb-2005 | Participated | ||
| National | Dept. of CSE, GITAM | Gitam | 25-Feb-2005 | 26-Feb-2005 | Participated |
| Seminar name | Organized by | Venue | Start date | End date | Title of the paper presented | Role | Co presenter |
|---|---|---|---|---|---|---|---|
| International | UNESCO MGIEP | Visakhapatnam | 16-Dec-2017 | 18-Dec-2017 | Participated | ||
| International | IEEE, Coimbatore | Coimbatore | 09-Jan-2016 | 09-Jan-2016 | An Efficient Nave Bayes Classifier with Negation Handling for Seismic Hazard Prediction | Participated | N.Kalyan |
| International | Karpagam College of Engineering | Coimbatore India | 07-Jan-2016 | 08-Jan-2016 | An efficient Nave Bayes classifier with negation handling for seismic hazard prediction | Participated | N.Kalyan |
| International | VICKRAM COLLEGE OF ENGINEERING, Sreenivasa Gardens, Madurai Sivagangai Road, Enathi 630561 (Sivagangai District), Madurai, Tamilnadu, India | VICKRAM COLLEGE OF ENGINEERING, Sreenivasa Gardens, Madurai Sivagangai Road, Enathi 630561 (Sivagangai District), Madurai, Tamilnadu, India | 10-Dec-2015 | 12-Dec-2015 | A novel method for minimizing loss of accuracy in Naive Bayes classifier | Participated | N.Kalyan |
| International | CMR Technical Campus, Hyderabad | CMR Technical Campus, Hyderabad | 24-Jul-2015 | 26-Jul-2015 | Parameter Optimization of Support Vector Machine by Improved Ant Colony Optimization | Participated | R.Srujana |
| International | CMR Technical Campus, Hyderabad | CMR Technical Campus, Hyderabad | 24-Jul-2015 | 26-Jul-2015 | A Novel Approach for Speaker Recognition by using Wavelet analysis and Support Vector Machines | Participated | R. Kanaka Durga |
| International | University of Kalyani | Kalyani, West Bengal | 08-Jan-2015 | 09-Jan-2015 | An Artificial neural Networks Model by using Wavelet Analysis for Speaker Recognition | Participated | R. Kanaka Durga |
| International | IEEE | Rajampet, India | 21-Sep-2013 | 22-Sep-2013 | Hot topic extraction based on frequency, position, scattering and topical weight for time sliced news documents | Participated | Y. Jahnavi |
| International | Apollo Engineering College | Apollo Engineering College | 03-May-2012 | 04-May-2012 | An Approach to Improve the Mass Transfer Performance by Using Artificial Neural Networks | Participated | R. Kanaka Durga |
| International | Operations Research Society of India(ORSI) | Tirupati, Andhra Pradesh | 15-Dec-2008 | 17-Dec-2008 | Parameter Optimization for Support Vector Regression | Participated | Prof.M.Shashi |
| International | Krupajal Engineering College | Krupajal Engineering College, Bhuvaneshwar ,Orissa | 16-May-2007 | 17-May-2007 | Rainfall Prediction of Coastal Andhra Pradesh using Artificial Neural Networks | Participated | Prof. M.Shashi |
| Title of the thesis | Name of the student | Name of the college / university | Major subject area | Year of admission | Type of admission | Thesis specification |
|---|---|---|---|---|---|---|
| Area of Research Data Mining | B.Vikas | GITAM | Data Mining | 2017 | Part time | PhD |
| Area of Research Data Mining | K. Raghuram | GITAM | Data Mining | 2017 | Part time | PhD |
| Area of Research Data Mining | B.Rajesh | GITAM | Data Mining | 2017 | Part time | PhD |
| Area of Research Data Mining | M.Jitendra | GITAM | Data Mining | 2017 | Part time | PhD |
| Area of Research Data Mining | Karthika G | GITAM | Data Mining | 2017 | Part time | PhD |
| Area of Research Data Mining | Supriya Palekar | GITAM | Data Mining | 2017 | Part time | PhD |
| Area of Research Data Mining | B.V. Chowdary | GITAM | Data Mining | 2015 | Part time | PhD |
| Area of Research Data Mining | S Sarojini Devi | GITAM | Data Mining | 2013 | Part time | PhD |
| Area of Research Data Mining | N. Santosh | GITAM | Data Mining | 2011 | Part time | PhD |
| Title of the thesis | Name of the student | Name of the college / university | Major subject area | Year of admission | Type of admission | Thesis specification |
|---|---|---|---|---|---|---|
| AN IMPROVED ANT COLONY OPTIMIZATION ALGORITHM FOR PARAMETER OPTIMIZATION OF SUPPORT VECTOR MACHINES | R. Srujana | DataMining | 2013 | Full time | PhD | |
| A Novel Method for Performance Improvement in Intrusion Detection System Using Data Mining Methodologies | M. Naga Surya Lakshmi | Data Mining | 2013 | Part time | PhD | |
| An efficient accuracy prediction system using Naive Bayes Classifier | N.Kalyan | DataMining | 2011 | Part time | PhD |
| Title of the thesis | Name of the student | Name of the college / university | Major subject area | Year of admission | Type of admission | Thesis specification |
|---|---|---|---|---|---|---|
| Weather Forecasting based on Statistical Modeling and Data Mining Techniques | G. Vamsi Krishna | Data Mining | 2013 | Full time | PhD | |
| A NEW TERM WEIGHTING ALGORITHM FOR IDENTIFYING SALIENT LONG RUNNING AND SHORT LIVED EVENTS | Y.Jahnavi | Data Mining | 2011 | Part time | PhD | |
| A NOVEL APPROACH FOR SPEAKER RECOGNITION THROUGH WAVELET ANALYSIS BY USING ARTIFICIAL NEURAL NETWORKS | R.Kanaka Durga | DataMining | 2011 | Part time | PhD | |
| A NOVEL APPROACH FOR INFORMATION EXTRACTION USING WEIGHING AND SENTENCE SYMMETRIC FEATURE METHODS | K. Selvani Deepthi | DataMining | 2010 | Part time | PhD |
| Name of the award | Awarded by | Awarded year |
|---|---|---|
| Best Teacher | Accenture | 2018 |
| Title | Type | Organized by | Venue | Start date | End date | Role |
|---|---|---|---|---|---|---|
| Digital image processing applications in computer science with Matlab | Faculty development program | Dept of CSE, GIT, GITAM | Dept of CSE, GIT, GITAM | 20-Jul-2012 | 21-Jul-2012 | Participated |
| Cloud Computing and Service Oriented Architecture | Faculty development program | Dept. of CSE, GITAM | GITAM | 16-Jun-2012 | 16-Jun-2012 | Participated |
| Data, Communications and Security | Quality improvement program | Department of Computer Science and Systems Engineering, College of Engineering, Andhra University | Department of Computer Science and Systems Engineering, College of Engineering, Andhra University | 31-Jan-2011 | 31-Jan-2011 | Participated |
| Data Engineering | Quality improvement program | Department of Computer Science and Systems Engineering, College of Engineering, Andhra University | Department of Computer Science and Systems Engineering, College of Engineering, Andhra University | 26-Mar-2010 | 26-Mar-2010 | Participated |
| learning methodologies | Faculty development program | WIPRO | Visakhapatnam | 18-Feb-2007 | 22-Feb-2007 | Participated |
| INSTRUCTIONAL DESIGN AND DELIVERY | Training of tutors | National Institute of Technical Teachers Training and Research | GITAM | 23-Jan-2007 | 27-Jan-2007 | Participated |
| Search and mining engines and their applications | Quality improvement program | Department of Computer Science Engineering,Information Technology & Computer Science, GITAM | Department of Computer Science Engineering,Information Technology & Computer Science, GITAM | 09-Jun-2006 | 13-Jun-2006 | Participated |
| Remote sensing and GIS applications | Quality improvement program | center for studies on Bay of Bengal Andhra University | center for studies on Bay of Bengal Andhra University | 30-Jan-2006 | 11-Feb-2006 | Participated |
| Data mining | Quality improvement program | Department of Computer Science Engineering, Information Technology, Computer Science, GITAM | GITAM | 22-Jan-2005 | 22-Jan-2005 | Participated |
| Neural networks and fuzzy techniques | Quality improvement program | Department of Mechanical Engineering, GITAM | GITAM | 22-Mar-2004 | 27-Mar-2004 | Participated |
| Title | Type | Organized by | Venue | Start date | End date | Role |
|---|---|---|---|---|---|---|
| Wellbeing of Women @ work | Faculty development program | Gitam | GItam | 29-Dec-2018 | 29-Dec-2018 | Participated |
| Organization name | Membership category | Membership type |
|---|---|---|
| Indian Society for Technical Education | Life | Member |