Faculty Profile
Giduturi Appa Rao
Professor, Computer science engineering, GST, VSP
Education
Ph. D.Email ID
agidutur@gitam.eduEducation
Ph. D.Research Areas
- Data Mining
- Software Engineering
- Machine learning
Education
| Degree Name | Institute & College name | Year of Graduation/Award |
|---|---|---|
| INVESTIGATIVE DATA MINING ADVANCED NEURAL NETWORK BASED APPROACH | MAGADH UNIVERSITY | 2009 |
| Master of Technology | MTECH CST ANDHRA UNIVERSITY | 1999 |
| Bachelor of Engineering | AMIE The institutin of Engineers Kolkata | 1992 |
A Framework For The Identification Of Significant Contexts InTourism DomainInternational Journal of advanced Science and Technology, Scopus, MAY-2020, 29, 1007-1029
Reinforced Kmeans Hadoop Mapreduce Methodology for Rainfall PredictionJournal of advanced research in dynamical & control systems, Scopus, FEB-2020, 12, 496-502
A generic frame work for weather forecasting system using deep learning based Multi layer perceptron (MLP) and an optimized technique particle swarm optimization (PSO) Journal of Critical Reviews, Scopus, JUN-2020, 27, 1001-1007
Performance of Various Computational Intelligence Methods in Software Defect Prediction An Analytical Perspectiventernational Journal of Advanced Science and Technology, Scopus, JAN-2020, 29, 1542-1552
An Enhanced Preprocessing Technique for Web Usage Mining with Time Constraints Jour of Adv Research in Dynamical & Control Systems, , Scopus, MAY-2020, 12, 2510-2522
Survey on PreProcessing Web Log Files in WebUsage MiningInternational Journal of advanced Science and Technology, Scopus, MAR-2020, 29, 682-691
SIGNIFICANT CONTEXTS IDENTIFICATION IN THETOURISM DOMAIN OF ASIAN CONTINENT JOURNAL OF CRITICAL REVIEWS , Scopus, JUL-2020, 7, 2585-2599
An Enhanced Preprocessing Technique for Web Usage Mining with Time ConstraintsJour of Adv Research in Dynamical & Control Systems, Scopus, MAY-2020, 12, 2510-2522
Gradient Tree Boosting Approach for Software Defect Prediction International Journal of Advanced Science and Technology (IJAST), Scopus, DEC-2019, 28, 750-763
Weather Forecasting by using Improved K means Clustering AlgorithmJournal of web of engineering, Web of science, JUN-2018, 17, 3229-3240
Acquiring the users opinion by using a generalized Contextaware Recommender System for realworld applications.International Journal of Engineering and Technology, Scopus, -2018, 7, 883-886
Comparative Studies on Machinability of MCLA Steels EN19 and EN24 Using Taguchi Optimization TechniquesMaterials Today Proceedings, Scopus, DEC-2018, Volume 5, , 25705-25712
Distributed Mining of Outliers from Large Multi Dimensional Databases International Journal of Engineering and Technology, Google scholar, -2018, 7, 292-296
A Data Mining Based Probabilistic Approach For Knowledge Discovery Through Outlier DetectionJournal of Advanced Research in Dynamical and Control Systems JARDCS, Scopus, -2017, 9, 581-591
MULTILEVEL MULTIDIMENSIONAL INDEXING FOR STREAM DATA CLASSIFICATION USING ENSEMBLE APPROACHInternational Journal of Research Sciences and Advanced Engineering [IJRSAE], Google scholar, -2017, 2, 209-212
Exploring Predicate based Access Control for Cloud Workflow Systems Global Journal of Computer Science and Technology E Network, Web & Security, Google scholar, -2016, 16, 1-11
A Framework for Predicate Based Access Control Policies in Infrastructure as a Service Cloud, International Journal of Engineering Research and Applications(IJERA), Google scholar, -2016, 6, 36-44
Improving the Performance of Mapping based on Availability Alert Algorithm Using Poisson Arrival for Heterogeneous Systems in Multicore Systems International Journal of Innovative Research in Advanced Engineering (IJIRAE), Citeseer, -2016, 3, 51-57
A Study on Recommender Systems TechniquesInternational journal for Development of Computer Science and Technology , Google scholar, -2016, 1, 20-26
INTERACTIVE SEGMENTATION WITH ADAPTIVE OPTIMAL SHAPE PRIORIPASJ International Journal of Computer Science (IIJCS), Google scholar, -2015, 3, 7-11
EVALUATION OF INTERACTIVE AND NON INTERACTIVE SEGMENTATION ALGORITHMSINTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY, Google scholar, -2015, 4, 1107-1112
Multidimensional indexing tree structure for spatial database managementInternational Journal of Research Sciences and Advanced Engineering [IJRSAE], Others, -2015, 2, 9-13
Adult Daily Life Analysis by Detecting Outliers and TopK Queries International Journal of Computer Applications , EBSCO Host, -2015, 127, 11-15
Scale to Composition Fault Inclined (SCFI) Heuristic Scale to Assess the Impact of Composition towards Fault InclinedInternational Journal of Applied Engineering Research, Scopus, -2015, 10, 37365-37372
Scale to Composition Fault Inclined (SCFI) Heuristic Scale to Assess the Impact of Composition towards Fault InclinedInternational Journal of Applied Engineering Research, Scopus, -2015, 10, 37365-37372
RDF Repository Replacing DatabasesInternational Journal of Current Engineering and Scientific Research (Ijcesr), Google scholar, -2015, 2, 27-32
Quality of Service Centric Web Service Composition Assessing Composition Impact Scale towards Fault PronenessGlobal Journal of Computer Science and Technology , Google scholar, -2014, 14, 13-17
multidimensional indexing tree structure for data stream classificationInternational Journal of Computers Electrical and Advanced Communication Engineering [IJCEACE], Others, -2014, 1, 43-50
Efficient Intrusion Detection ensuring connectivity in 2D and 3D WSNInternational Review on Computers and Software, Scopus, -2014, 9, 219-229
Corona Based Energy Efficient Clustering in WSNInternational Journal of Advanced Research in Engineering and Technology (IJARET), Google scholar, -2013, 4, 232-234
Enhancing Cache Performance Based on Improved Average Access Time international journal of scientific and research publication , Google scholar, -2012, 2, 1-6
Intrusion Detection A Probability Model for 3DHeterogeneous WSNInternational Journal of Computer Applications, Google scholar, -2010, 6, 15-20
Intrusion Detection for WSN in Three Dimensional SpaceINTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES AND APPLICATIONS IN ENGINEERING, TECHNOLOGY AND SCIENCES (IJETAETS), EBSCO Host, -2010, NA, 157-162
| Title of the book | Book / Chapter | Name of the publisher | Subject area | Edition | Page numbers | ISBN | Published year |
|---|---|---|---|---|---|---|---|
| Microelectronics, Electromagnetics and Telecommunications | Chapters | Springer | Software Engineering | 1 | 143-157 | 978813222728 | 2015 |
| Communications in Computer and Information Science | Chapters | SPRINGER | Wireless Sensor Network | 192 | 102-110 | 978364222720 | 2011 |
| Seminar name | Organized by | Venue | Start date | End date | Title of the paper presented | Role | Co presenter |
|---|---|---|---|---|---|---|---|
| National | Department of Computer Science and Engineering, Mahendra Engineering College | Visakhapatnam | 18-Jun-2020 | 18-Jun-2020 | Participated | ||
| National | Dept. of CSE,IT,MCA, NRI Institute of Technology | NRI Institute of Technology,Pothavarappadu | 23-Dec-2016 | 24-Dec-2016 | Participated | ||
| National | Elsevier Research solutions South Asia | NOVOTEL,Visakhapatnam | 17-Nov-2016 | 17-Nov-2016 | Participated | ||
| National | Dept of CSE GIT GITAM Visakhapatnam | Dept of CSE GIT GITAM Visakhapatnam | 14-Mar-2014 | 14-Mar-2014 | Organized | ||
| National | CSE Department, GIT, GITAM, Visakhapatnam | Dept of CSE GIT GITAM Visakhapatnam | 22-Mar-2013 | 23-Mar-2013 | Organized | ||
| National | Dept of CSE GIT Visakhapatnam | Dept of CSE GIT GITAM Visakhapatnam | 30-Sep-2011 | 01-Oct-2011 | Organized | ||
| National | Dept of Electronics and Physics GIS VSKP | Visakhapatnam GIS | 10-Oct-2009 | 10-Oct-2009 | Participated | ||
| National | Departmen of CSE,KEC, Bhubaneswar | Krupajal Engineering College,, Bhubaneswar | 16-May-2007 | 17-May-2007 | Participated | ||
| National | IEI Orissa chapter | Bhubaneshwar Orissa | 10-Feb-2007 | 11-Feb-2007 | Participated | ||
| National | IEI Orissa chapter | Bhubaneshwar Orissa | 10-Feb-2007 | 11-Feb-2007 | IT trends in Judicial Process | Participated |
| Seminar name | Organized by | Venue | Start date | End date | Title of the paper presented | Role | Co presenter |
|---|---|---|---|---|---|---|---|
| International | Carnegie Mellon University | Delhi, India | 05-Sep-2014 | 06-Sep-2014 | Interactive image segmentation by dynamic region merging | Participated | Sameena Banu |
| International | Nagercoil, India | Nagercoil, India | 23-Mar-2011 | 24-Mar-2011 | Intrusion detection An energy efficient approach in heterogeneous WSN | Participated | T Mohamed Mubarak |
| International | Coimbatore, India | Coimbatore, India | 28-Dec-2010 | 29-Dec-2010 | Energy efficient intrusion detection in three dimensional wireless sensor networks | Participated | T Mohamed Mubarak |
| International | Dept. of Information Science and Engineering, R.L. Jalappa Institute of Technology, Bangaluru | Dept. of Information Science and Engineering, R.L. Jalappa Institute of Technology, Bangaluru | 17-Sep-2010 | 18-Sep-2010 | Redesigning the scheduling algorithm to enhance performance of multicore systems | Participated | S.N.Sheshappa |
| International | Dept of CSE GMR Srikakulam | GMR Srikakulam | 10-Dec-2009 | 11-Dec-2009 | Participated | ||
| International | Department of Statistics, SV University, tirupati | SRI VENKATESWRARA University, Tirupati | 15-Dec-2008 | 17-Dec-2008 | An Ensemble Approach for Predicting Software Reliabity | Participated | Ch. Satyananada Reddy |
| Title of the thesis | Name of the student | Name of the college / university | Major subject area | Year of admission | Type of admission | Thesis specification |
|---|---|---|---|---|---|---|
| Machine learning | A Swetha | GITAM Institute of Technology | Data Science | 2020 | Full time | PhD |
| Recommender systems | Ch Muralikrishna | GITAM Institute of Technology | Web Engineering | Part time | PhD | |
| Pre processing | Rita Roy | GITAM Institute of Technology | Web Engineering | Part time | PhD | |
| Software defect Prediction | K Eswara rao | GITAM Institute of Technology | Software Engineering | Part time | PhD | |
| Big data analytics | Bharat Kumar | GITAM Institute of Technology | Data Science | Part time | PhD | |
| Deep learning | R Ravikumar | GITAM Institute of Technology | Machine Learning | Part time | PhD | |
| Weather forecasting | Veera Ankalu | GITAM Institute of Technology | Forecasting | 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 |
|---|---|---|---|---|---|---|
| A frame work for mining outliers in large Local distributed data bases | K Ashesh | Data Mining | 2012 | 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 |
|---|---|---|---|---|---|---|
| Design of algorithms for the selection of monitor nodes for energy efficient intrusion detection in wireless sensor networks | Mohammad T Mubarak | Computer networks | 2010 | Part time | PhD | |
| Development of region based Interactive Image Segmentation Algorithms | Sameena Banu | Image Processing | 2010 | Part time | PhD | |
| Maximizing execution performance on Multicore systems | S N Sheshappa | Computer Architecture | 2010 | Part time | PhD | |
| Novel approaches for improving quality of service(QoS) centric web service composition | V Sujatha | Web Engineering | 2010 | Part time | PhD | |
| Frame work for Predicate based access control and Implementation in Infrastructure as a service cloud | B Srinivasarao | Cloud computing | 2010 | Part time | PhD |
| Title | Type | Organized by | Venue | Start date | End date | Role |
|---|---|---|---|---|---|---|
| Online FDP on Operations Management Developing new perspective in the era of AIML | Faculty development program | Meerut Institute of Tecchnology,Meerut | Visakhapatnam | 30-May-2020 | 04-Jun-2020 | Participated |
| 5 day Online National FDP on Artificial Intelligence | Faculty development program | Department of Information Technology, Anil Neerukonda Institute of Technology & Sciences in collaboration withBrainOVision & National Youth Council of India | Visakhapatnam | 22-May-2020 | 26-May-2020 | Participated |
| LaTex A Scientific documenting tool Hands on session | Training of tutors | IEEE VNR Student branch | Visakhapatnam | 21-May-2020 | 21-May-2020 | Participated |
| Productivity Tools for Teaching Enhancement | Faculty development program | Dhyanahitha Educational Society | Visakhapatnam | 20-Apr-2020 | 03-May-2020 | Participated |
| Faculty Development Programme on Operating system | Faculty development program | Dept of CSE GITAM Visakhapatnam | GITAM Visakhapatnam | 04-Nov-2016 | 14-Nov-2016 | Organized |
| Outcome Based Education(OBE 2015) | Faculty development program | Dept. of CSE,Sri Sivani College of Engineering, Srikakulam | Sri Sivani College of Engineering, Srikakulam | 03-Dec-2015 | 05-Dec-2015 | Participated |
| Academic Leadership Programme | Faculty development program | IIM Tiruchirapalli | IIM Tiruchirapalli | 09-Feb-2015 | 13-Feb-2015 | Participated |
| IBM Sofware Education | Training of tutors | IBM Sofware Education | GITAM, Visakhapatnam | 17-Dec-2012 | 20-Dec-2012 | Participated |
| Cloud Computing & Service Oriented Architecture | Faculty development program | GIT, GITAM, Visakhapatnam | GIT, GITAM, Visakhapatnam | 16-Jan-2012 | 16-Jan-2012 | Participated |
| Recent Trends in Object Orinted Sofware Testing(RTOOST 2011) | Faculty development program | Department of CSE, NIT, Rourkela | NIT, Rourkela | 23-May-2011 | 25-May-2011 | Participated |
| National workshop on Advances in Software Testing | Faculty development program | Dept of CSE GIT GITAM Visakhapatnam | Dept of CSE GIT GITAM Visakhapatnam | 27-Sep-2010 | 29-Sep-2010 | Organized |
| IT Workforce Development | Faculty development program | Accenture, Hyderabad | Accenture, Hyderabad | 17-Oct-2007 | 18-Oct-2007 | Participated |
| Data Mining and Business Intellegence | Quality improvement program | Chaitanya Engg college Visakhapatnam | Visakhapatnam | 11-Aug-2007 | 12-Aug-2007 | Participated |
| Instructional Design and Deloivery | Quality improvement program | NITTR, Chennai | GITAM, Visakhapatnam | 23-Jan-2007 | 28-Jan-2007 | Participated |
| Search and Mining engines and their applications | Faculty development program | Dept of CSE?ITMCA GITAM Visakhapatnam | GIT Visakhapatnam | 09-Jun-2006 | 13-Jun-2006 | Participated |
| Advnaced UNIX Programming | Faculty development program | Department of IT, GVP,Visakhapatnam | GVP College of Engineering, Visakhapatnam | 02-Dec-2005 | 04-Dec-2005 | Participated |
| Data Mining Tools | Faculty development program | Department of CSE,SVEC, A. Rangampet | SVEC, A. Rangampet | 22-Jul-2005 | 23-Jul-2005 | Participated |
| Neural Networks and Fuzzy Techniques | Faculty development program | Department of Mechanical Engineering,GIT, GITAM, Visakhapatnam | GIT, GITAM, Visakhapatnam | 22-Mar-2004 | 27-Mar-2004 | Participated |
| Title | Type | Organized by | Venue | Start date | End date | Role |
|---|---|---|---|---|---|---|
| Data Mining and stochastic Modeling | Quality improvement program | Dept. of Statistics , Andhra University | Andhra university, Visakhapatnam | 29-Jan-2008 | 01-Feb-2008 | Participated |
| Data Mining | Faculty development program | Dept of CSEIT GIT GITAM Visakhapatnam | Dept of CSEIT Visakhapatnam | 22-Jan-2005 | 22-Jan-2005 | Participated |
| Organization name | Membership category | Membership type |
|---|---|---|
| Indian Society for Technical Education | Life | Member |
| Institute of Engineers | Life | Member |