Department of Computer Science & Engineering
KITS Warangal
Faculty group mail-id : cse@kitsw.ac.in
Faculty Profile
Address/Contact
Office : Room No. 208/B, Block-II
Phone : 0870-2564888 (ext:299)
Mobile: 9493218993
Education
B.Tech, Computer Science and Engineering, JNTU, Hyderabad. (2004).
M.Tech, Computer Science and Engineering, School of Engineering / Pondicherry Central University. (2009).
Ph.D., Computer Science & Engineering, JNTU, Hyderabad(2020).
Dr. B.Raghuram
Associate professor
Dept. of Computer Science & Engineering
Academic Research IDs
Vidwan ID: 182259
SCOPUS ID: 56026459500
Researcher ID: AAR-2978-2021
Google Scholar ID: YoKGLA0AAAAJ
ORCID ID: --
ACADEMIC AFFILIATION
Details |
FromTo |
Name of the Organization |
||
|---|---|---|---|---|
Assistant Professor |
July, 2010 |
Till Date |
|
Kakatiya Institute of Technology & Science(KITS) |
Assistant Professor |
July, 2009 |
May, 2010 |
|
Sri Kavitha Engineering College, Khammam |
RESEARCH INTERESTS
- Machine Learning and Applications
- Distributed Computing
- Bigdata Anlytics
PUBLICATIONS
| Publications in Refereed Journals | |
|---|---|
S. No |
Details |
1 |
Raghuram Bhukya, Jayadev Gyani, “Fuzzy Generalized Classifier for Distributed Knowledge Discovery”, International Journal of Business Intelligence and Data Mining, Inderscience Publishers, Vol.8, No.3, 2013, PP. 227-243, ISSN online: 1743-8195. (DOI:10.1504/IJBIDM.2013.05925) (Scopus H-index:15) |
2 |
Raghuram Bhukya, Jayadev Gyani “Fuzzy Clustering Driven Fast And Intuitive Classifier Learning With Mapreduc Frame work”, Journal of Theoretical and Applied Information Technology, Vol.95. No 8, 30th April 2017. (Scopus H-index:17) |
3 |
Raghuram Bhkya, “Generalization Driven Fuzzy Classification Rules Extraction using OLAM Data Cubes”, International Journal Of Engineering And Computer Science, Volume 9 Number 2 Feb 2020, PP 24962- 24969, ISSN: 2319-7242 |
4 |
Raghuram Bhukya, Jayadev Gyani “A Mapreduce Computing Base Fuzzy Classifier Extraction for NoSQL Data Classification”, International Journal of Applied Engineering Research, Oct-2018, Volume 13, Number 11, Pages. 8766 |
5 |
Raghuram Bhukya, Jayadev Gyani “Fuzzy Associative Classification Driven MapReduce Computing Solution for Affective Learning from Uncertain and Dynamic Big Data”, International journal database theory and application, Volume.11, Issue.1, Pages. 9, ISSN: 2005-4270. |
6 |
Raghuram Bhukya, Jayadev Gyani “A MapReduce Framework Base Web Sessions Classification using Fuzzy Temporal Classifier” International Journal of Control Theory and Applications, Volume 10 , Number 3, 2017, ISSN : 0974-5572. (Scopus H-index:8) |
7 |
R.Rajesh, B.RaghuRam, B.Hanmanthu and Dr.P.Niranjan "Map Reduce Framework Driven Apriori Algorithm Base Model of Opinion Mining for drug Review " International Journal Of Engineering And Computer Science ISSN: 2319-7242 Volume 5 Issue 11 Nov. 2016, Page No. 18819-18822. |
8 |
M.Alekhya, B.Raghu Ram and B.Hanmanthu, ” Apriori Algorithm base Model of Opinion Mining for Drug Review” International Journal Of Engineering And Computer Science, Volume 4 Issue 9 Sep 2015, Page No. 14144-14146, ( ISSN: 2319-7242). |
9 |
B.Raghuram, S.Sandeep and B.Hanmanthu, “Third Party Privacy Preserving Protocol For Secure Web Services”. International Journal Of Computer Applications 82(3):32-35, November 2013. DOI: 10.5120/14099-2118 (ISBN : 973-93-80878-63-2) |
10 |
Pavan Kumar, B.RaghuRam and B.Hanmanthu “A Machine Learning Approach to Riddle Abused Scraps from OSN User Space”, International Journal of Computer Applications 106(12):33-37, November 2014.doi: 10.5120/18575-9851, ( ISBN : 973-93-80883-74-4). |
11 |
B.VinayKumar, B. RaghuRam and B.Hanmanthu, “ K-Means Clustering Algorithm based on Entity Resolution”, International Journal of Computer Applications 108(6):41-44, December 2014, DOI:10.5120/18919-0254, (ISBN : 973-93-80883-74-4). |
12 |
Y.Anitha, B.Raghuram, G.Sridhar, “A sequential approach for Improving recommendation diversity”, The International journal of Engineering Sciences, Vol.2, Issue.10, October, 2013, pp.12-16, ( ISSN: 2319-1813). |
13 |
Divya Seelan, B.Hanmanthu and B.Raghu Ram ”Query Response Ranking by Temporal Diversity using User Sessions as Feedbacks” International Journal Of Engineering And Computer Science, Volume 4 Issue 9 Sep 2015, Page No. 14118-14122, (ISSN: 2319-7242). |
14 |
M.sandhya, B.Hanmanthu and B.Raghuram, ” Probabilistic Model to Access the Possible Information using Query Representation” International Journal of Computer Applications 107(2):40-44, December 2014. DOI:10.5120/18726-9959, ( ISBN : 973-93-80884-15-2). |
15 |
B.Anitha, B.Hanmanthu and B.Raghu Ram, “Enhanced Batch Generation Based Multilevel Trust Privacy Preserving In Data Mining”, International Journal Of Computer Applications 82(9):16-22, November 2013, DOI: 10.5120/14144-1907, ( ISBN : 973-93-80878-69-1). |
Publications in Refereed Conference Proceedings
S.No |
Details |
1 |
B.Raghuram, Jayadev Gyani, “Survey on Fuzzy Associative Classifications Techniques and Their Performance Evaluation with Different Fuzzy Clustering Techniques over Big Data”, International Conference on Data Science, Machine learning & Applications, ISBN: 978-1-4673-9223-5, Springer Lecture Notes in Electrical Engineering & CMRIT-Hyd, 29-30th March 2019, Hyderabad. |
2 |
B.Raghuram, Jayadev Gyani, “Fuzzy Associative Classification Algorithm Based on MapReduce Framework ”, IEEE International conference on applied and theoretical computing and communication technologies (ICATCCT-2015) ,29-31st Oct 2015, Davanagere, Karnataka, ISBN: 978-1-4673-9222-8, DOI: 10.1109/ICATCCT.2015.7456909. |
3 |
B.Raghuram, Jayadev Gyani, “ Incremental associative classification on distributed databases”, IEEE International Conference for Convergence of Technology-2014, 6&7th Apr 2014, Pune, India, ISBN No. 978-1-4799-3759-2, DOI: 10.1109/I2CT.2014.7092139. |
4 |
B.Raghuram, Jayadev Gyani,” Privacy Preserving Associative Classification on Vertically Partitioned Databases”, in Proc. of 2nd IEEE International Conference on Advanced Communication, Control and Computing, 23rd and 24th August-2012, Ramanathapuram, Tamilnadu, India, pp.202-206, DOI:10.1109/ICACCCT.2012.6320768. |
5 |
B Raghuram, Jayadev Gyani, B.Hanmanthu “Fuzzy Associative Classifier For Distributed Mining,” In Proceedings Of IJCA, International Conference And Workshop On Emerging Trends In Technology (Icwet 2012),24-25 February 2012, Mumbai,India,Pp.431-435, ISBN: 973-93-80864-47-3. |
6 |
B.RaghuRam, G.Aghila, "Mobile-agent based distributed fuzzy associative classification rules generation for OLAM", in Proc. Of Ist IEEE International Conference on Intelligent Agent & Multi-Agent Systems, IAMA 2009, 22-24 July 2009, Chennai, India, pp.1-5. (DOI: 10.1109/IAMA.2009.5228028 |
7 |
B.RaghuRam, G Aghila, “Generalization Based Associative Classification Rules Generation on Fuzzy Data Cubes”, in Proc. Of Ist IEEE International Advance Computing Conference, IACC-2009, 6- 7 March 2009, Patiala, India, pp. 3333-3338. (ISBN: 978-981-08-2465-5). |
8 |
B.RaghuRam, S.V.Krishnarao, G Sridhar, “Distributed Multi Agent Driven Collaborative Filtering Based Recommender Systems”, ICARET-2013, in Proc. Of Ist IEEE International Conference on Advanced Research in Engineering and Technology, 8- 9 February 2013, Vijayawada, India, pp.361-364. (DOI: 03.AETS.2013.2.76). |
9 |
B.Hanmanthu, B.Raghuram, and P.Niranjan, “Optimal Grid-Clustering technique for Bigdata analytics,” In Proceedings of IEEE Sponsored Third International Conference on Innovations in information Embadded and Communication ( ICIIECS'16), 17th March 2016 to 18th March 2016 Organized by Karpagam College of Engineering,Coimbatore, Tamil Nadu, India.Pp.399-403. |
10 |
B.Hanmanthu, B.Raghuram, and P.Niranjan, “SQL Injection Attack Prevention Based on Decision Tree Classification,” In Proceedings of IEEE Sponsored 9th International Conference on Intelligent Systems and Control (ISCO) 2015, 9th -10th January, 2015 Organized by Karpagam College of Engineering,Coimbatore, Tamil Nadu, India.Pp.852-856. |
11 |
B.Hanmanthu, B.Raghuram, And P.Niranjan, “Third Party Privacy Preserving Protocol For Perturbation Based Classification Of Vertically Fragmented Databases,” In Proceedings Of Elsevier, International Conference On Emerging Trends In Electrical, Communication And Information Technologies (Icecit - 2012), 21-23 December 2012, (Srit) Anantapur - 515 701, Andhra Pradesh, India.Pp.109-113. |
PROFESSIONAL AFFILIATION
S.No |
Details |
1 |
Member – Institute of Engineers, Kolkata (IE-A-550328-1) |
2 |
Member – Indian Society for Technical Education (ISTE- LM- 88281) |
3 |
Member - Computer Society of India(CSI). |
COURSES TAUGHT
Undergraduate Level |
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|---|---|---|---|---|
Courses Taught |
Currently Teaching |
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Course |
Semester, Year, Branch |
Course |
Semester, Year, Branch |
|
Artificial Intelligence |
I Sem, IV/IV, CSE |
Machine Learning |
VI Semester III/IV, CSE |
|
Visual Basics.Net |
I Sem, IV/IV, CSE |
Data Analytics Laboratory |
VI Semester III/IV, CSE |
|
JAVA Programming |
I Sem, III/IV, CSE |
|
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Computer Architecture and Organization |
II Sem, II/IV, CSE |
|
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Programming Concepts and Information Technology |
1st Year, CSE |
|
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Mobile Computing |
I Sem, IV/IV, CSE |
|
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Distributed Databases |
II Sem, IV/IV, CSE |
|
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Data mining and Data warehousing |
II Sem, IV/IV, CSE |
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Data mining and Data warehousing Laboratory |
VI Sem, III/IV, CSE |
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Wireless Communication and networks |
II Sem, IV/IV, CSE |
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Object Oriented Analysis and Design |
II Sem, IV/IV, CSE |
|||
Software Project Management |
I Sem, IV/IV, CSE |
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Python programming |
VI Sem, III/IV, CSE |
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Postgraduate Level |
||||
Advanced Computer Architecture |
I Sem, M.Tech-SE |
Software Quality and Testing |
I Semester, M.Tech(SE) |
|
Data Communication and Computer Networks |
I Sem, M.Tech-VLSI |
|
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Cellular and Mobile Communication |
II Sem, M.Tech-SE |
|
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Software Project Management |
I Sem, M.Tech SE |
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Advanced Database Management |
II Sem, M.Tech CSE |
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Data Engineering |
II Sem, M.Tech SE |
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Data Engineering Laboratory |
II Sem, M.Tech SE |
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FACULTY DEVELOPMENT PROGRAMMES/ WORKSHOPS ATTENDED
S. No. |
Programme |
Duration |
Organized by |
1 |
ATAL FDP on “BlockChain Technologies” |
One week 25th Jan to 29th 2020. |
Kakatiya Institute of Technology & Science(KITS), Warangal |
2 |
DST sponsored FDP on “ BlockChain Technologies” |
Two weeks i.e 17th -28th June 2019. |
S.R.Engg. College, Warangal |
3 |
MOOC: Life skills for Engineers(Level II) |
NOV. & DEC., 2018 |
UOH & CDMCA. |
4 |
Swayam & AICTE NPTEL FDP on “Data Mining” |
Feb – Apr 2019 |
AICTE /DHRM-Swayam |
5 |
Internet of Things |
18th to 22nd June, 218. |
E&ICT Academy, NIT, Warangal |
6 |
Software Testing Methodologies |
16th to 21st May 2018. |
E&ICT Academy, NIT, Warangal |
7 |
One week Faculty Development Programme (FDP) on Java Programming" |
2017 |
Oracle University, at Balaji
Institute of Technology & Science(BITS), Narsampet, Warangal |
8 |
Two week Faculty Development Programme (FDP) on “Software Engineering &
Testing Methodologies” |
05th -14th May, 2017 |
Electronics &ICT Academy
Supported by Department of Electronics and information Technology (DeitY) Ministry of Communication and Information Technology, Govt.of India at NIT, Warangal. |
9 |
Software Project Management |
2nd to 7th Feb 2017. |
E&ICT Academy, NIT-Warangal. |
10 |
Software Engineering and Testing Methodologies |
5th to 14th May 2017 |
E&ICT Academy, NIT-Warangal. |
11 |
Department of Science and Technology sponsored Two Weeks Training Programme on “Big Data Analytics” |
08th -18th June, 2016 |
Department of CSE, ACE Engineering College, R.R.Dist. |
12 |
One-Week FDP on “Web Services and IoT” |
1st to 5th December ,2015 |
Dept. of CSE,GNITS, Hyderabad. |
13 |
Two week FDP on "Introduction to Design of Algorithms" |
27.04.2015
to |
IIT, Kharagpur at Balaji
Institute of Technology & Science(BITS), Narsampet, Warangal |
14 |
Faculty on Java Fundamentals and Java Programming |
21st to 26th October, 2013. |
Oracle University, at Balaji
Institute of Technology & Science(BITS), Narsampet, Warangal |
15 |
Faculty Enablement Program- Campus Connect |
8th – 12th October, 2012 |
Infosys Limited at Kakatiya Institute of Technology & Science(KITS), Warangal |
16 |
One day workshop on “Design Patterns “ |
05.08.2015 |
CSI, Kakatiya Institute of Technology & Science(KITS), Warangal |
17 |
Two Day National Level FDP on “Research Insights in Cloud and Big Data” |
19th & 20th, September, 2015. |
Department of CSE&CSI, Kakatiya Institute of Technology & Science(KITS), Warangal |
18 |
One day Seminar on “Teachers Role in an Autonomous Institution” |
29.11.2014 |
Educational Technology Center(ETC), Kakatiya Institute of Technology & Science(KITS), Warangal |
19 |
Two-Day National Seminar on “Emerging Trends and Technologies in Academic Libraries in Digital Era(ETTALDE-2014) |
23.08.2014 |
Department of Library and Information Science, Chaithanya Postgraduate College (Autonoumous), Warangal |
20 |
Two-Day Workshop on “Effective Functioning of an Autonomous Institution” |
17-18 January,2015 |
Educational Technology Center(ETC), Kakatiya Institute of Technology & Science(KITS), Warangal |
21 |
Seminar on “Responsibility of youth in Implementing Technology for Better Society” |
13.12.2014 |
ISTE KITS Warangal Chapter, Kakatiya Institute of Technology & Science(KITS), Warangal |
22 |
Ubicomp 2013:The Internet of Things: Connecting A’s. |
July 13th, 2013. |
C-DAC Hyderabad and JNT University, Hyderabad |
23 |
National Workshop on Cloud computing fundamentals and Aneka platform (US patent). |
11th Dec, 2012. |
C-DAC,JNTU Hyderabad & Manjrasoft-Australia |
24 |
National Workshop on Data Mining on Data Warehousing, |
March 25-26, 2009. |
SPSS-Bangalore & Pondicherry Central University |
PAPERS PRESENTED IN CONFERENCES/SEMINARS/ SYMPOSIA
S. No. |
Title of the Paper presented |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Survey on Fuzzy Associative Classifications Techniques and Their Performance Evaluation with Different Fuzzy Clustering Techniques over Big Data |
Springer - International Conference on Data Science, Machine learning & Applications, |
29-30th March 2019, Hyderabad |
2 |
Fuzzy Associative Classification Algorithm Based on MapReduce Framework |
IEEE International conference on applied and theoretical computing and communication technologies |
29-31st Oct 2015, Davanagere, Karnataka. |
3 |
Incremental associative classification on distributed databases |
IEEE International Conference for Convergence of Technology-2014 |
6&7th Apr 2014, Pune, India |
4 |
Distributed Multi Agent Driven Collaborative Filtering Based Recommender Systems |
IEEE International Conference on Advanced Research in Engineering and Technology |
KL University, 8- 9 February 2013, Vijayawada, India |
5 |
Privacy Preserving Associative Classification on Vertically Partitioned Databases |
IEEE International Conference on Advanced Communication and Computing |
23rd and 24thAugust-2012, Ramanathapuram, Tamilnadu, India |
6 |
Fuzzy Associative Classifier for Distributed Mining |
International Conference and workshop on Emerging Trends in Technology |
24-25 February 2012, Mumbai, India |
7 |
Mobile-agent based distributed fuzzy associative classification rules generation for OLAM |
IEEE International Conference on Intelligent Agent & Multi-Agent Systems |
22-24 July 2009, Chennai, India |
INVITED LECTURES IN CONFERENCE/SEMINAR
S. No. |
Title of Lecture/ Academic Session |
Title of Conference/ Seminar etc. |
Organized by |
1 |
Machine learning optimization algorithms for IoT |
DST Sponsored Two week FDP on “Advances at Internet of Things“, November, 2019. |
Kakatiya Institute of Technology & Science(KITS), Warangal |
2 |
Fuzzy Logic and Applications |
DST Sponsored Workshop on “ Emerging trends in Artificial Intelligence”, February, 2020. |
Kakatiya Institute of Technology & Science(KITS), Warangal |
3 |
Fuzzy sets optimization in classification |
DST Sponsored two week FDP on “Machine Learning in Speech Processing”, December, 2019. |
Kakatiya Institute of Technology & Science(KITS), Warangal |
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