Dr. Mahmood Ali Mirza

Department of Computer Science & Engineering

Krishna University,

Machilipatnam, Andhra Pradesh, India

Tel: 8019455942

email: alimirza.md@gmail.com

DEGREES
Ph.D. Computer Science and Engineering Acharya Nagarjuna University

M.Tech Computer Science and Engineering Jawaharlal Nehru Technological University

PROFESSIONAL EXPERIENCE (Total Experience: 11 Years)

2018- Present Krishna University, Machilipatnam.

2007- 2018 Associate Professor, University Ratified D.M.S. S.V.H College of Engineering, Machilipatnam.

2006-2007 Assistant Professor

K.L. University, Vadeswaram, Vijayawada.

2003-2006 Lecturer

Nrupatunga Degree and P.G. College, Kachiguda, Hyderabad.

AREAS OF EXPERTISE Data Mining, Knowledge Discovery and Machine Learning.

STRENGTH • Strong combination of academic and practical experience through my work.

• Formal training and education in both Engineering and Computer Science.

• Excellent administrative capabilities and experience in management, leadership and supervision.

• Experience in establishing and enhancing graduate and undergraduate programs.

• Background and preparation suitable for undertaking multidisciplinary research and providing effective

guidance.

• Ability to teach courses in new areas such as machine intelligence, data mining and machine learning.

PROFESSIONAL ACTIVITIES

Reviewer and Editorial

•Reviewer and Editorial Advisory Board,

WIREs Data Mining and Knowledge Discovery,

•Reviewer and Editorial Advisory Board, EVOLVING SYSTEMS, SPRINGER.

Journal Web Page

• Reviewer and Editorial Advisory Board, SOCIAL NETWORK ANALYSIS AND MINING, SPRINGER.

Journal Web Page

• Reviewer and Editorial Advisory Board, NEURAL COMPUTING AND APPLICATIONS, SPRINGER.

Journal Web Page

• Editorial Board Member, International Journal of Research ad Reviews in Information Science,

Science Academy Publishers, United Kingdom.

Big Data Analytics for Healthcare

http://ojs.whioce.com/index.php/BDAH/about/editorialTeam

• Editorial Board Member, Insight – Automatic Control,

PiscoMed Publishing Pte Ltd

Journal Web Page

http://insight.piscomed.com/index.php/IAC/about/editorialTeam

Recent Patents on Computer Science

Journal Web Page

http://www.eurekaselect.com/node/676/-new-patents-on-business-process-management-information-systems-and-decision-support/most-popular-articles

Supervision for PhD • K.L. University, Vaddeswaram, Vijayawada.

Research Scholars:

1. Arshad Ahmad Khan Mohammad (Doctorate Degree Awarded)

Produced First Ph.D under my guidance. Congratulations to my scholor Arshad Ahmed Khan Mohammad for becoming Dr.Arshad Ahmed Khan Mohammad.

2. Ramesh

PUBLICATIONS

Summary of Research Contributions

Journal papers 19

Conference papers 11
________________________________

Total 30

______________________________

Journal Publications

Reliable And Energy Efficient Scheduling Model For Tsch Enabled Mobile Adhoc Network
http://www.ijstr.org/paper-references.php?ref=IJSTR-0120-28519

1 Mohammad, Arshad Ahmad Khan, Ali Mirza, And SrikanthVemuru “Secure energy efficient routing in MANETs by considering packet dropping reasons” J. Ponte - Nov 2016 - Volume 72 - Issue 11.

2 Mohammad, Arshad Ahmad Khan, Ali Mirza, and SrikanthVemuru. "Energy Aware Routing For Manets Based On Current Processing State Of Nodes." Journal of Theoretical and Applied Information Technology 91.2 (2016): 340.

3 Mohammad, Arshad Ahmad Khan, Ali Mirza, and SrikanthVemuru. "Cluster based mutual authenticated key agreement based on chaotic maps for mobile ad hoc networks." Indian Journal of Science and Technology 9.26 (2016).

4 Mohammad, Arshad Ahmad Khan, Ali Mirza, and SrikanthVemuru. "Analytical Model for Evaluating the Bottleneck Node in MANETs." Indian Journal of Science and Technology 9.31 (2016).

5 Mohammad, Arshad Ahmad Khan, Ali Mirza, And SrikanthVemuru“Providing Security towards the MANETs based on Chaotic Maps and its performance” accepted in the series-Lecture notes on electrical engineering

6 Mohammad, Arshad Ahmad Khan, Ali Mirza, And SrikanthVemuru “Energy Aware Reliable Routing by Considering Current Residual Condition of nodes in MANETs” accepted in conference proceedings AISC Series of Springer

7 Mohammad, Arshad Ahmad Khan, Ali Mirza, And SrikanthVemuru “Chaotic Map based Two Party Key Agreement Protocol for Mobile Ad hoc Networks” Revisions Being Processed by SpringerInternational journal of information technology

8.Mohammad, Arshad Ahmad Khan, Ali Mirza, And SrikanthVemuru “Intentional and Unintentional Misbehaving Node Detection and Prevention in Mobile Ad hoc Network”Communicated byInderscienceInternational Journal of Hybrid Intelligence

9. N. Santhosh Kumar, K. Nageswara Rao , A. Govardhan , K. Sudheer Reddy, Ali Mirza Mahmood "Under-sampled K-means approach for handling imbalanced distributed data", Progress in Artificial Intelligence, DOI 10.1007/s13748-014-0045-6, © Springer-Verlag Berlin Heidelberg 2014.
http://link.springer.com/article/10.1007/s13748-014-0045-6

10. Syed Ziaur Rahman, Dr. G Samuel Vara Prasad Raju & Dr. Ali Mirza Mahmood "
An under-Sampled Approach for Handling Skewed Data Distribution using Cluster Disjuncts",

Global Journal of Computer Science and Technology: C, Software & Data Engineering, Volume 14 Issue 7 Version 1.0 Year 2014,Type: Double Blind Peer Reviewed International Research Journal, Publisher: Global Journals Inc. (USA), Online ISSN: 0975-4172 & Print ISSN: 0975-4350.
http://computerresearch.org/stpr/index.php/gjcst/article/viewArticle/1691

11. Dr. Satuluri Naganjaneyulu, Dr. Mrithyumjaya Rao Kuppa and Dr. Ali Mirza Mahmood"
An Efficient Wrapper approach for Class Imbalance Learning using Intelligent Under-Sampling", sersc.org.
http://www.sersc.org/journals/IJAIASD/vol2_no1/3.pdf

12. "Mohammad Imran, Dr. Ali Mirza Mahmood, Dr.Ahmed Abdul Moiz Qyser, Vijaya Kumar.A "A Novel Framework for Inductive Learning from Imbalanced Data Sets using Uniform-Sampling”,FRSA International Journal of Data Warehousing & Mining |Vol 4|issue3|August 2014.

13. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Novel Pruning Approach Using Expert Knowledge for Data Specific Pruning" Volume 28, Number 1, page no: 21-30, In Engineering With Computers, Springer-Verlag, London Limited 2011, Impact Factor = 0.704.

http://link.springer.com/article/10.1007/s00366-011-0214-1

14. Ali Mirza Mahmood, Mrithyumjaya Rao Kuppa and Kiran Kumar Reddi, " A New Decision Tree Induction Using Composite Splitting Criterion." In Journal of Applied Computer Science and Mathematics (JACSM), no. 9 (4)/2010, Page no: 69-73.(JACSM is a CNCSIS Journal ranked B+).

http://www.researchgate.net/publication/47807595_A_New_decision_Tree_Induction_Using_Composite_Splitting_Criterion

15. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Novel Approach using Expert Knowledge on Error based Pruning", Published in Journal of Information and Knowledge Management, World Scientific Publishers.

http://www.worldscientific.com/doi/abs/10.1142/S0219649212500074

16. Ali Mirza Mahmood, Nagananjaneyulu Satuluri and Mrithumjaya Rao Kuppa, "An Overview of Recent and Traditional Decision Tree Classifiers in Machine Learning", In International Journal of Research and Reviews in Adhock Networks, Science Academy Publishers ,United Kingdom, Vol 1, issue1, page no:9-12.

http://connection.ebscohost.com/c/articles/66348250/overview-recent-traditional-decision-tree-classifiers-machine-learning

17. Ali Mirza Mahmood and Mrutunjaya Rao Kuppa "Increasing the generalization accuracy using discrete wavelet transform." International Journal on Computer Systems Science and Engineering (IJCSSE) Accepted & To Appear in Vol. 26, No. 01, January 2011.

18. Ali Mirza Mahmood, K.Mrutunjaya Rao and Kiran Kumar Reddi, "A Novel Algorithm for Scaling up the Accuracy of Decision Trees." International Journal on Computer Science and Engineering (IJCSE) Vol.02, No. 02, 2010, Page no: 126- 131.

http://www.enggjournals.com/ijcse/doc/IJCSE10-02-02-04.pdf

19. Kiran Kumar Reddi, Ali Mirza Mahmood, K.Mrithyumjaya Rao,"Generating Optimized Decision Tree Based on Discrete Wavelet Transform.", In International Journal of Engineering Science and Technology (IJEST) Vol.2(3), 2010,Page no:157-64.

http://www.ijest.info/docs/IJEST10-02-03-07.pdf

20. Ali Mirza Mahmood, Pavani Gudapati, Venu Gopal Kavuluru and Mrithyumjaya Rao Kuppa, "A New Pruning Technique for Better and Compact Decision Tree.", In International Journal on Computer Science and Engineering (IJCSE)", Vol. 02, No. 08, 2010, Page no: 2551- 2558.

21. Sravan Kumar Jonnalagadda, Subha Sree Mallela and Ali Mirza Mahmood ,"A Strategic Approach for Implementing Intrusion Detection.", Communicated to International Journal of Research and Reviews in Computer Science (IJRRCS)", Academy Publishers, United Kingdom.

Conference Publications

22. Ali Mirza Mahmood, “AN EMPIRICAL EXPERIMENTAL EVALUATION ON IMBALANCED DATA SETS WITH VARIED IMBALANCE RATIO”, Presented in ICCCT-2014-OU CONFERENCE, Hyderabad, Indexed in IEEE EXPLORE.

23. Ali Mirza Mahmood, “PERFORMANCE CALCULATION OF AODV USING SIMULATION KNOWLEDGE (SK) for Mobile Ad hoc Networks”, Presented in ICCCT-2014-OU CON

24. Md. Ali Hussain, M. Kameswara Rao and Ali Mirza Mahmood, "An Optimized Approach to generate Simplified Decision Trees", In IEEE International Conference on Computational Intelligence and Computing Research (ICCIC 2013), Page no:1-5, 26 – 28 December, 2013,Madhurai, India. Indexed in IEEE Explore.

http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6724191&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6724191

25. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, " A Composite Splitting Criterion Using Random Sampling.", In IEEE International Conference on Emerging Trends in Robotics and Communication Technologies (INTERACT 2010),Acceptance Rate less than 40%, Page no:26-31, 3 – 5 December, 2010, Chennai, India. Indexed in IEEE Explore.

http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5706188&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5706188

26. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, " Early Detection of Clinical Parameters in Heart Disease Using Improved Decision Tree Algorithm.", In IEEE 2nd Vaagdevi International Conference on Information Technology for Real World Problems (VCON’10)
Acceptance Rate less than 6% , Page no:24-29, 9-11 December,2010,Warangal,India. Archived in IEEE Computer Society Digital Library.

http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5692991

27. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Novel Pruning Approach Using Expert Knowledge for Intelligent Inexact Classification.", In IEEE 2nd International Conference on Emerging Applications on Information Technology (CSI-EAIT 2011) Acceptance Rate less than 30% , Page no: 126- 131, 19-20 February, 2011, Kolkata, India. Archived in IEEE Computer Society Digital Library.

http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5734930

28. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "Improving the Efficiency of Biomarker Identification Using Expert Knowledge.", In IEEE International Conference on Emerging Trendz in Information Science and Computing (TISC 2010) Acceptance Rate less than 13% , Page no: 118-122, 17 – 19 December, 2010, Chennai, India. Indexed in IEEE Explore.

http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5714618&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5714618

29. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Novel Pruning Approach Using Expert Knowledge", In IEEE International Conference on Emerging Trends in Robotics and Communication Technologies (INTERACT 2010) Acceptance Rate less than 40% , Page no:32-37, 3 – 5 December, 2010, Chennai, India. Indexed in IEEE Explore.

http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5706189

30. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Novel Classifier Using Random Sampling and Expert Knowledge" , In IEEE International Conference on Emerging Trendz in Information Science and Computing (TISC 2010) Acceptance Rate less than 13% , Page no: 1-5, 3 – 5 December, 2010, Chennai, India. Indexed in IEEE Explore.

31. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "An Efficient Algorithm for Induction with Random Sampling" , In IEEE International Conference on Emerging Trends in Electrical and Computer Technology (ICETECT 2011) , Accepted and To Appear, 23&24 March, 2011, Kanyakumari, India. Indexed in IEEE Explore.

http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5760206&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5760206

32. Ali Mirza Mahmood, Mohammad Imran, Naganjaneyulu Satuluri, Mrithyumjaya Rao Kuppa and Vemulakonda Rajesh, "An Improved CART Decision Tree for Datasets with Irrelevant Feature" In Swarm, Evolutionary, and Memetic Computing Second International Conference, SEMCCO 2011, Visakhapatnam, Andhra Pradesh, India, December 19-21, 2011, Lecture Notes in Computer Science, 2011, Volume 7076/2011, 539-549, DOI: 10.1007/978-3-642-27172-4_64.

http://link.springer.com/chapter/10.1007/978-3-642-27172-4_64

33. Ali Mirza Mahmood" Class Imbalance Learning in Data Mining – A Survey", International Journal of Communication Technology for Social Networking Services Vol.3, No.2 (2015), pp.17-36 http://dx.doi.org/10.14257/ijctsns.2015.3.2.02,

http://www.sersc.org/journals/IJCTSN/vol3_no2/2.pdf

Journals Communicated

34. Ali Mirza Mahmood "A Comprehensive Study on Learning Strategies in Data Mining" Communicated to Advances in Data Analysis and Classification, Springer

35. Ali Mirza Mahmood "An Overview of Class Imbalance Learning in Knowledge Discovery" Communicated to Advances in Data Analysis and Classification, Springer

36. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "Heart Disease Risk Factor Identification by Classifier Using Randomization and Expert Knowledge" ,Communicated to Artificial Intelligence in Medicine, Elsevier, Impact Factor 2.447 .

37. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "An Effective Decision Tree Induction with Randomized Gain Ratio for Applicability in Medical Analysis", Communicated to ACM Transactions on Knowledge Discovery from Data, ACM Publications, Impact Factor 0.546.

38. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Machine Learning Approach Using Randomization and Expert Knowledge" Communicated to Computational Intelligence, John Wiley Publications, Impact Factor 5.502 .

39. Ali Mirza Mahmood and Mrithumjaya Rao Kuppa, "A Machine Learning Approach Using Wrapper" Communicated to Machine Learning, Springer-Verlag, London, Impact Factor 1.663.

Conference Programme Committee Member:

Served as a Program Committee (PC) Member for International Conference on Machine Learning, Pattern Recognition and Intelligent Systems (MLPRIS 2015).

http://www.engii.org/ws/CommitteeInfor.aspx?id=654&pid=405

Served as a Program Committee (PC) Member for 5th International Conference on Information Systems, Technology and Management (ICISTM) – 2011,

http://www.icistm.org/

Reviewer Associates

1. Prof. Dr. Juš Kocijan

Researcher

Department of Systems and Control

Jožef Stefan Institute

Jamova cesta 39, SI-1000 Ljubljana, Slovenia.

and

School of Engineering and Management

University of Nova Gorica

Vipavska 13, P.B. 302, SI-5000 Nova Gorica, Slovenia.

http://www.ung.si/en/research/centre-for-systems-and-information-technologies/staff/

2. Dr. Wilson Q. Wang, PhD, PEng

Professor

Dept. of Mechanical Engineering

Founder & Director

Lab for Intelligent Mechatronics Systems

Lakehead University

Thunder Bay, ON, Canada. http://flash.lakeheadu.ca/~wwang3/