Government Arts college (Autonomous), Coimbatore – 18 Performance - Teacher Appraisal Report

i) General Information

a) Name: Dr. A. MALATHI

b) Address (Residential): Mobile No.:9942526000

184/1-4 Prabhu Nagar G. N. Mills post Coimbatore - 641029. India. c) Designation: Assistant Professor

d) Department: Computer Science

e) Date of Birth: 07/06/1969

f)Area of Specialization: Data mining and Warehousing and Big data

A) Academic Qualifications

Exam Passed Subjects Board/ University Year Division/ Grade/

Merit, etc.

High School State Board 1984 I class

Higher Secondary or Pre-degree

Science State Board 1986 II Class

Bachelor’s Degree (s)

B.Sc.,

Computer

Science

Bharathidasan

university,

Trichy

1989 I class

Master’s Degree (s)

M.Sc.,

Computer

Science

Bharathidasan

university,

Trichy

1991 I class

Research Degree (s) M.Phil.,

Computer

Bharathiar

University, 2002 Commented

Affix Passport size Photo

Science, Coimbatore.

Other Diploma/ Certificates etc.

Ph.D Computer

Science

Bharathiar

University,

Coimbatore.

2012 Commented

ii) Research Experience & Training

Research Stage Title of work / Thesis University where the work was carried out

M. Phil. or Equivalent Jet Speed Port Let Engine. Bharathiar University,

Coimbatore

Ph. D.

Cluster Analysis, Classification Based

Prediction and Deviation Detection for

Knowledge Discovery in Crime Data

Bharathiar University,

Coimbatore

Post-Doctoral Nil

Publications (give a list separately) Attached

Research Guidance (give names of students guided successfully)

Attached

Training (please specify)

B) Research Projects carried out

S. No.

Title of the Project Name of the

Funding Agency

Duration Remarks

1.

Design and Development of Information System for Law Enforcement using Data Mining Techniques

UGC 18 Months Completed

C) Seminars, Conferences, Symposia Workshops etc. attended (If necessary give a separate list)

Name of the Seminars / Conferences / Symposia /

Workshops etc

Name of the Sponsoring Agency Place and Date

1. Capacity Building Program for Women Mangaers in Higher Education

2. Cyber Security Awareness Program

3. Faculty Development Program for “Global Business Foundation Skill”

4. One day Intellectual Property Rights (IPR) awareness workshop

5. One day Workshop on Inclusive Higher Education in Changing National Prioritie

6. Two week “FDP on ENTREPRENEURSHIP”

Rajiv Gandhi National Institute of Youth Development

CAP WING – PSG TECH

Infosys BPM Ltd

Shiksha Sanskriti Utthan Nyas (SSUN)

NSTEDB, Department of India, New Delhi

Madras University chennai, 24-04-2016 to 26.04.2016

PSG Institute of Management

Coimbatore, 5 April 2019.

Chennai, from 01st August to 09th August, 2018.

KPR Institution

Coimbatore on April 2018

PSG Institute of Management

Coimbatore, on 29th January 2018

PSG-STEP, Coimbatore,

May 22 – June 2017.

7. Short term course on “LIFE SKILL ENHANCEMENT FOR PROFESSIONAL DEVELOPMENT”

8. preconference workshop on DATA ANALYTICS TOOL R, as part of the International conference on Data Science and Engineering

9. one day Faculty Development Program on “Business Analytics Using R”

10. Two days’ faculty development program on ‘Introduction to R program’

11. workshop on Data Science Research

12. Two days “Research workshop on Data Analytics using R” Coimbatore.

13. TEN Days Training Programme on Big Data Analytics

14. Two Day Science Academies’ Lecturer Workshop on “Internet of Things: A Research

Quality Improvement Program, AICTE, Govt of India.

ICT Academy

Department of Science and Technology, Government of India, organized by Department of Computer Applications and Department of Computer Science and Engineering

PSG College of Technology

TEQIP II

Coimbatore Institute of Technology , Coimbatore, from 19 April 2017 to 25 April 2017

PSG Technology, Coimbatore.

17th January 2017

Sakthi Institute of Information and Management Studies, Pollachi, 26th December 2016.

Tiruppur Kumaran college for women, 11 and 12 November 2016.

National Institute of Technology, Tiruchirappalli from 3rd to 5th November, 2016.

Bharathiar University, Coimbatore, 10th and 11th of September 2016

Bharathiar University, Coimbatore, 4th July to 15th July 2016.

GRD College of Arts and Science, Coimbatore,

Perspective for A Smart Environment”

15. Seven Day National Workshop on “Data Analytics Using Big Data Tools”

16. Two-day workshop on IOT

17. Five days 102th Indian Science Congress

18. Five days 100th Indian Science Congress

19. Participated in the two days Regional Science Congress on Science for Shaping the Future of.

20. Participated for one day National seminar on “3 E’s of Higher Education” e-learning-Tools for Research and employability

21. Participated for two days National Workshop on “MATLAB”

22. International Seminar on Computational Intelligence

23. Two day International workshop on “Research Methodologies And Techniques”

Indian Science Congress, India

Indian Science Congress, India.

Indian Science Congress, India.

Bharathiar University, Coimbatore. 25 to 31 January 2016.

GRD College of Arts and Science, Coimbatore, On 29 -30 November, 2015.

Mumbai University, Mumbai,

On 3 – 7 January, 2015.

Calcutta University, Kolkata, On 3 -7 January, 2013.

Kongunadu Arts and Science College, Coimbatore

15-16, December 2012.

D.G. Vaishnav College, Chennai, 11 April 2009.

Bharathiar University, Coimbatore, 24th & 25th January Chennai, 2009.

Bharathiar University, Coimbatore, 30th December 2008

Avinashilingam University for Women, Coimbatore, 18th and 19th July 2008.

iii) Teaching Experience

Courses Taught Name of the University / College / Intuition

Duration

iv) UG (BA / B.Sc., etc. Pass)

(BA / B.Sc., etc. Hons.)

LAN Computer Center (Affiiated To Bharathidasan University, Trichy).

Shankara College of Science and Commer, Coimbatore.

Jyothi Nivas College, Bangalore.

Sree Nrayana Gur College, Coimbatore.

Kgisl Institute of Information Management. Coimbatore

Government Arts College for Women, Salem.

Chikkanna Government Arts College, Tiruppu.

Government Arts College, Coimbatore

Sep 1991 to May 92 (9 Months)

May 1992 to Nov 1994 (2years, 6months).

Dec 1994 to May 1997 (2years, 6months).

July 1997 to Sep 2006 (9year, 2months).

Dec 2007 to July 2009 (1year, 8months).

July 2009 to July2010 (1year).

July 2010 to February 2011 (8months).

Feb 2011 to till date (8 Years

3 months)

v) PG (MA / M.Sc., etc.)

LAN Computer Center (Affiiated To Bharathidasan University, Trichy).

Sree Nrayana Gur College, Coimbatore.

Kgisl Institute of Information Management. Coimbatore

Government Arts College, Coimbatore

Sep 91 to May 92 (9 month)

July 2000 to Sep 2006 (6 year, 2 months).

Dec 2007 to July 2009 (1year, 8months).

Feb 2011 to till date (8 Years, 3 months)

vi) M. Phil.

Sree Nrayana Gur College, Coimbatore.

Kgisl Institute of Information Management. Coimbatore

Government Arts College, Coimbatore

June 2002 to Sep 2006 (9year, 2months).

Dec 2007 to July 2009 (1year, 8months).

Feb 2011 to till date (8 Years 3 months)

vii) Any other (Ph.D) Government Arts College, Coimbatore June 12 to till date (7 Years)

Total Teaching Experience (in years and months):

a) Under-graduate (Pass) : 26 years and 5 months

b) Under-graduate (Hons.) : NIL

c) Post-graduate : 17 Years

viii) Innovations/ Contributions in Teaching (If necessary give a separate list)

a) Design of Curriculum :

b) Teaching methods :

c) Laboratory experiments :

d) Evaluation methods :

e) Preparation of resource material

including books, reading materials,

laboratory manuals etc.:

f) Remedial Teaching / Student

Counseling (academic) :

g) Any other :

ix) Extension Work/ Community Service (If necessary give a separate list)

a) Please give a short account of your contribution to:

i) Community work such as values of National Integration, secularism, democracy, socialism, humanism, peace, scientific temper, flood or drought relief, small family norms etc.

ii) National Literacy Mission

b) Positions held / leadership role played in organizations linked with Extension Work National Service Scheme (NSS), or NCC or any other similar activity

D. Participation in Corporate Life

Please give a short account your contribution to:

a) College/ University / Institution

b) Co-curricular Activities (BOS)

1. Dr. N. G. P Arts and Science College, Coimbatore, Subject Expert for Board of Studies in Computer Technology. (5th April, 2019).

2. Dr. N. G. P Arts and Science College,

Coimbatore, Subject Expert for Board of Studies in Computer Technology. (23rd November, 2018).

3. Bharathiar University, Coimbatore, M.Phil/Ph.D Member of Board of Studies in Computer Science. 26th April 2018

4. Dr. N. G. P Arts and Science College, Coimbatore, Subject Expert for Board of Studies in Computer Technology. (May 2017, May 2018).

5. Sri G.V.G Visalakshi college for women, Udumalpet, University Nominee for the Board of Studies in Computer Science (2016 – 2018)

6. Dr. SNS Rajalakshmi College of Arts and Science, Coimbatore, Subject Expert to the Board of Studies in Computer Science (UG) (2015 – 2017)

7. Sri Krishna Arts and Science College, Coimbatore, Board of Studies Member of Computer Science (2015 to 2016)

8. Kongunadu Arts and Science College, Coimbatore, Board of Studies Members of Computer Science (UG) (2014-2016)

9. Bharathiar University Board of Studies Member of Computer Science (UG) (2004 – 2006)

c) Enrichment of Campus Life (Hostels,

sports, games, cultural activities)

d) Students Welfare and Discipline Life Skill Enhancement Program List Attached

e) Membership / Participation in Bodies /

Committees on Education and National

Development

f) Professional Organization of Teachers

E.

(a) Membership of Professional Bodies, Societies etc.

1. Indian Science Congress Association (ISCA), India – Membership No: L 19657

2. International Association of Engineers (IAENG), Hong Kong – Member No: 101294.

3. International Association of Computer Science and Information Technology (IACSIT), Singapore –Member No: 80346067

4. Computer Science Teachers Association (CSTA), Canada - Member No: 1315545

(b) Editorship of Journals

Member, editorial board, “International Journal of Information and Intelligent, SNGC, Coimbatore,2014

Member, Reviewer of the WSEAS Transactions on Computers to review and evaluate scientific papers, Italy.

F. Any other information

(Signature of the Teacher)

Research Publications

1 B. Narasimhan, Dr. A. Malathi, “Artificial Lampyridae Classifier (ALAC) for coronary artery heart disease prediction in diabetes patients”, International Journal Of Advance Research , Ideas And Innovations In Technology, Volume 5, Issue-2, ISSN No:2454-132X, Impact factor:4.295.April 2019.

2 B. Narasimhan, Dr. A. Malathi, “Improved Fuzzy Artificial Neural Network(IFANN) Classification For Coronary Artery Heart Disease Prediction In Diabetes Patients”, Indian Journal Of Applied Research, Volume 9, Issue-4, ISSN No:2249-555x, April 2019.

3 B. Narasimhan, Dr. A. Malathi, “Rhopalocera Optimization Algorithm Based Attribute Selection With Improved Fuzzy Artificial Neural Network (ROA-IFANN) Classifier for Coronary Artery Heart Disease Prediction in Diabetes Patients” International Journal of Computer Science and Engineering” Volume 7, Issue-3,pp.989-998, March-2019.

4 P. Amudha , Dr. A. Malathi, “An effective Spam Content Detection in Web Pages Using H-BSSD Framework”, in Journal of Network Communications and Emerging Technologies (JNCET), Volume 8, Issue 9, September 2018.

5 P. Amudha , Dr. A. Malathi, “Detection of Spam Content in Web Pages Survey”, in Journal of Network Communications and Emerging Technologies (JNCET), Volume 8, Issue 12, December 2018

6 R. Udayakumar , A. Malathi, “Big Data Extraction and Analysis of Smart Grid using Random Matrix Model”, International Journal for Science and Advanced Research in Technology (IJSART), Volume 4, Issue 10, October 2018, Pp 416-420

7 S. Revathi, A. Malathi, “Design and Development of Suginer Filter for Intrusion Detection Using Real Time Network Data”, International Arab Journal of Information Technology (IAJIT)., Vol. 15, No. 4, July 2018. (SCI Indexed Journal)

8 K.Lokanayaki [1], A.Malathi [2], “An Enhanced Artificial Bee Colony Algorithm for Liver Cancer Analysis”, Journal of Testing and Evaluation, Volume 46 Issue 3 May 2018 (SCI Indexed Journal).

9 Udhayakumar.R, Dr. A. Malathi, “Grid Modernization for Big Data Using Phasor Measurement Unit”, International Journal of Creative Research Thoughts – IJCRT, Volume 6, Issue 2,pp 830 - 835 April 2018. (IF 5.97)

10 K.Lokanayaki [1], A.Malathi [2], “A Hybrid Ensemble Based Algorithm for Imbalanced Dataset Classification”, "International Journal of Control Theory and Applications ISSN: 0974-5572 Volume.10 March 2017 (Scopus Indexed Journal).

11 N.Kamalraj, Dr.A.Malathi, “Study on Churn Prediction in Telecom Industry”, International Journal of Advance Engineering and Research Development (IJAERD), Volume 3, Issue 12, December -2016 (e-ISSN (O): 2348-4470, p-ISSN (P): 2348-6406)

12 N.Kamalraj, Dr.A.Malathi, “Semi-Supervised Churn Clustering for Fault and Constraints Prediction in Telecom Industry”, Indian Journal of Science and Technology, Vol 9(33), DOI: 10.17485/ijst/2016/v9i33/79842, September 2016 (ISSN Print 0974-6846, ISSN Online 0974-5645).

13 S. Revathi, A. Malathi, “A Comparative Analysis between Various Encryption Standards in Wireless LAN”, International journal of Software and Hardware Research in Engineering. Volume 4, Issue 2, February 2016. Pg.No: 56-.63. ISSN: 2347-4890. IF: 4.528.

14 Priyadharshini. V and Dr. A. Malathi, "Analysis of Process Mining Model for Software Reliability Dataset using HMM” in Indian Journal of Science and Technology (IJST) – Vol. 9 Issue 4 January 2016 pp. 1 – 5 ISSN 0974-6846.

15 Akila T K, and Dr. Malathi A, (2015). “A Study on Different Approaches for Regression Test Selection”, published in International Journal of Science and Research, Volume 4, Issue 12, December 2015, Pg.No: 24-26.

16 R. Gayathri and Dr. A. Malathi “Deduplication in Target Machine Using Composite Algorithm for Network Attached Storage Devices” International Journal of Applied Engineering Research, SCOPUS, ISSN 0973-4562 Volume 10, Number 24 (2015) pp 44498-44503

17 N. Kamalraj and Dr. A. Malathi “Semi-Supervised Churn Clustering for Fault And Constraints Prediction In Telecom Industry” on 6.10.2015 @ Indian Journal of Science and Technology ( ISSN Print 0974-6846, ISSN Online 0974-5645)

18 S. Revathi and Dr. A. Malathi “Multi-Tier Framework using Sugeno fuzzy inference system with swarm intelligence techniques for intrusion detection” in Indian Journal of Science and Technology, September 2015-(Scopus Indexed).

19 K.Lokanayaki [1], A.Malathi [2], “A Hybrid Markov Random Field Approach for Binarization of Liver Cell Lab Report Images ” International Journal of Computer Application (IJCA) Volume 5– No. 5, August 2015 ISSN : 2250-1797

20 N Kamalraj and Dr. A Malathi, “An Ordered Fuzzy Rule Induction Based Churn Mining For Telecom Industry”, International Conference on Interdisciplinary Research in Electronics and Instrumentation Engineering (ICIREIE 2015): 18-25. (ISBN 978-81-929866-3-0 ), August 2015

21 S. Revathi, and Dr. A. Malathi, “Hybrid Fuzzy Adaptive Wiener Filtering with Optimization for Intrusion Detection” in “Electronics and Telecommunications Research Institute (ETRI)” Volume 37, Number 3, June 2015. Pg.No: 502-511. http://dx.doi.org/10.4218/etrij.15.0114.0275 (IF:0.945) (SCI Indexed Journal)

22 K.Lokanayaki [1], A.Malathi [2], “Recognition Text for Liver Cell Lab Reports Based on Hybrid HMM Approach”, International Journal Of Engineering And Computer Science (IJECS) Volume 4 Issue 6 June 2015 ISSN : 2319-7242.

23 K.Lokanayaki [1], A.Malathi [2], “An Impute Missing Values using Improved Weighted SMOTE for Liver Cell Imbalanced Dataset.” International Journal Of Engineering Sciences & Research Technology (IJESRT),Volume 4 Issue 6 June, 2015.ISSN: 2277-9655.

24 K.Lokanayaki, A.Malathi, “A Comparative Study of DataBoost.IM Algorithm for Liver Cell Dataset”, International Journal of Science, Engineering and Technology Research (IJSETR) Volume 4, Issue 4, April 2015 ISSN: 2347- 4289.

25 R. Karthick and Dr. A. Malathi “Preprocessing of Various Data Sets Using Different Classification Algorithms for Evolutionary Programming” in International Journal of Science and Research (IJSR) ISSN (Online): 2319-7064 Index Copernicus Value (2013): 6.14 | Impact Factor (2013): 4.438, Volume 4 Issue 4, April 2015

26 N. Kamalraj and Dr. A. Malathi “Hadoop Operations Management for Big Data Clusters in Telecommunication Industry”, International Journal of Computer Applications”, International Journal of Computer Applications (0975 – 8887) Volume 105 – No. 12, November 2014.

27 V. Priyadharshini and Dr. A. Malathi, “An Approach to Trace Semi-Structure for Process Mining towards Software Reliability” in International Journal of Engineering Science and Technology Vol. 6 No.9 September 2014 pp.588 – 590 ISSN 0975-5462 IF – 3.14.

28 V. Priyadharshini, Dr. A. Malathi, “An efficient process mining model for Petrinets in process discovery” in IOSR Journal of Computer Engineering (IOSR-JCE) - Vol.16 Issue 4 (Version IV) July - August 2014 pp. 65 - 68 ISSN 2278-8727 IF – 1.686.

29 S. Revathi and Dr. A. Malathi “Intrusion Detection Based On Fuzzy Logic Approach Using Simplified Swarm Optimization” in International Journal of Computer Trends and Technology(IJCIT) – Vol 13, number 1- July 2014, ISSN: 2231-2803 (IF:0.569)

30 S. Revathi and Dr. A. Malathi, “Effective Analysis On Remote To User (R2l) Attacks Using Random Forest Algorithm” in International Journal of Engineering Sciences & Research Technology, Vol 3, Issue (5): May, 2014, ISSN: 2277-9655 (IF:1.852)

31 V. Priyadarshini and Dr. A. Malathi “Analysis of process mining model for label splitting problem” in International Journal of Engineering Science Invention – Vol.3 Issue 4 April 2014.

32 K. Lokanayaki and Dr. A. Malathi, “A Prediction for Classification of Highly Imbalanced Medical Dataset Using Databoost.IM with SVM”, International Journal of Advanced Research in Computer Science and Software Engineering. Volume 4, Issue 4, April 2014. ISSN: 2277 128X.

33 V. Priyadarshini and Dr. A. Malathi “Analysis of process mining model using Improved HMM” in International Journal of Interdisciplinary Research and Innovations – Vol.2 Issue 2 April – June 2014.

34 S. Revathi and Dr. A. Malathi “Detecting User-To-Root (U2R) Attacks Based on Various Machine Learning Techniques” in International Journal of Advanced Research in

Computer and Communication Engineering Vol. 3, Issue 4, April 2014, ISSN (Online) : 2278-1021. (IF:1.770)

35 S. Revathi and Dr. A. Malathi, “Comparison between J48 And Random Forest Decision Tree Algorithms To Detect Probe Attack” in International Journal of Research in Information Technology (IJRIT), Volume 2, Issue 3, March 2014, Pg: 435-439, ISSN 2001-5569. (IF:1.738)

36 S. Revathi and Dr. A. Malath “Detecting Denial of Service Attack Using Principal Component Analysis with Random Forest Classifier” in International Journal of Computer Science & Engineering Technology (IJCSET), Vol. 5 No. 03 March 2014, ISSN: 2229-3345.

37 A. Malathi and P. Rajarajeshwari “Enhanced Pre-processing Algorithm of Information System for Law Enforcement Using Datamining Techniques “International Journal of Computers Application, Vol 89 No. 4 March 2014,Pg: 5-9, ISSN: 0975 - 8887

38 A. Malathi and P. Rajarajeshwari “An Efficient Enhanced Clustering Algorithm Of Information System For Law Enforcement “International Journal of Computer Trends and Technologies, Vol 8 No 3 Feb 2014, Pg: 144-148, ISSN: 2231 - 2803

39 S.Revathi and A.Malathi “Network Intrusion Detection Based On Fuzzy Logic” in International Journal of Computer Application Issue 4, Volume 1 (February 2014) ISSN: 2250-1797. (IF:2.52)

40 S. Revathi and Dr. A. Malathi, “Network Intrusion Detection Using Hybrid Simplified Swarm Optimization and Random Forest Algorithm on Nsl-Kdd Dataset” in International Journal Of Engineering And Computer Science ISSN:2319-724Volume 3 Issue 2 February, 2014 Page No. 3873-3876. (IF: 3.093)

41 V. Priyadarshini and Dr. A. Malathi “Analysis of process mining model using Frequent group based noise filtering algorithm” International Journal of Engineering Research and Application – February 2014.

42 V. Priyadarshini and Dr. A. Malathi, “Analysis of process mining model using unsupervised noise filtering algorithm” International Journal of Engineering Research and Technology – Volume 3. Issue 1, January 2014. ISSN: 9622. Pp 347 – 349.

43 S. Revathi and Dr. A. Malathi, “A Detailed Analysis on NSL-KDD Dataset Using Various Machine Learning Techniq ues for Intrusion Detection” in International Journal of Engineering Research & Technology (IJERT), ISSN: 2278-0181, Vol. 2 Issue 12, December – 2013. (IF:1.76)

44 K. Lokanayaki, and Dr. A. Malathi, “Data Preprocessing for Liver Dataset Using SMOTE ", International Journal of Advanced Research in Computer Science and Software Engineering. Volume 3, Issue 11, November 2013. ISSN: 2277 128X

45 R. Gayathri and Dr. A. Malathi “A Novel Deduplication Technique Using an Evolutionary Approach”, International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE), Volume 2, Issue 11, November 2013. ISSN (Online): 2278-1021. pp. 4241– 4244.

46 R. Gayathri and Dr. A. Malathi “Exploration of Data Mining Techniques in Record Deduplication”, International Journal of Science and Research (IJSR), Volume 2 Issue 11, November 2013. ISSN (Online): 2319-7064. pp. 216 – 219. Impact Factor: 3.358, Web of Science.

47 R. Gayathri and Dr. A. Malathi “Investigation of Data Mining Techniques in Fraud Detection: Credit Card”, International Journal of Computer Applications (0975 – 8887) Volume 82 – No.9, November 2013. ISBN: 973-93-80878-69-1. pp: 12 – 15. Impact factor: 0.835, EBSCO Host

48 N. Kamalraj and Dr. A. Malathi “Applying Data Mining Techniques in Telecom Churn Prediction” International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 3, Issue 10, October 2013

49 S. Uma, and Dr. A. Malathi, "Privacy Preserving System For Learning User Behavior In Social Networks", International Journal Computer Trends and Technologies, ISSN:2331-2803, vol 4, no 10, pp-3517-3520, October 2013.

50 K. Lokanayaki and Dr. A. Malathi, “Exploring on Various Prediction Model in Data Mining Techniques for Disease Diagnosis", International Journal of Computer Applications (IJCA), Vol. 77, No.5, September 2013. ISBN: 973-93-80877-64-2.

51 M. Vijayapriya and Dr. A. Malathi “On Demand Security for Personal Health Record in Cloud Computing Using Encryption and Decryption Cryptography” International Journal of Advanced Research in Computer Science and Software Engineering, ISSN: 2277 128X, Volume 3, Issue 9, September 2013.

52 S. Revathi, and Dr. A. Malathi, “Network Intrusion Detection Using Hybrid Simplified Swarm Optimization Technique” in International Journal of P2P Network Trends and Technology (IJPTT) - ISSN: 2249-2615, Volume 3 Issue 8 - September 2013. (IF: 0.501)

53 S. Uma, and Dr. A. Malathi, "Mining Frequent Itemsets With Association Rule", International Journal Computer Trends and Technologies, ISSN:2331-2803, vol 4, no 9, pp-3190-3193, September 2013.

54 R. Gayathri and Dr. A. Malathi “Survey on Fraudulent Detection Approaches for Confidential Dataset applications”, International Journal of Research Issues in Computing Sciences (IJRICS) Volume.1 No.1, August 2013, pp: 9 – 12.

55 M. Vijayapriya and Dr. A. Malathi “Multi Authority Attribute Based Encryption for Personal Health Record in Cloud Computing” International Journal of Computer Trends and Technology (IJCTT) – ISSN: 2231-2803 volume 4 Issue 8– Page 2496, August 2013.

56 V. Priyadharshini and Dr. A. Malathi “Survey on software testing techniques in cloud computing”, International Journal of Computer Trends and Technology (IJCTT) – volume 4 Issue 8– August 2013 Vol. 4 Issue 8 August 2013 ISSN: 2231-2803

57 S. Revathi, and Dr. A. Malathi, “Data Preprocessing for Intrusion Detection System using Swarm Intelligence Techniques “in International Journal of Computer Applications ISSN:(0975 – 8887) Volume 75– No.6, August 2013. (IF:0.835)

58 S. Revathi, and Dr. A. Malathi, “Optimization of KDD Cup 99 Dataset for Intrusion Detection Using Hybrid Swarm Intelligence with Random Forest Classifier” in International Journal of Advanced Research in Computer Science and Software Engineering ISSN: 2277 128X, Volume 3, Issue 7, July 2013. (IF:2.080)

59 N. Kamalraj and Dr. A. Malathi “A Survey on Churn Prediction Techniques in Communication Sector” International Journal of Computer Applications (0975 – 8887) Volume 64– No.5, February 2013

60 Malathi. A, and S. Santhosh Baboo, “Enhanced Algorithms to Identify Change in Crime Patterns “, International Journal of Combinatorial Optimization Problems and Informatics (IJCOPI), Vol. 2(3), Pp 32-38, ISSN-2007-1558, -December 2011.

61 Malathi. A, and S. Santhosh Baboo, “Enhanced Algorithms to Analyse and Predict the Crime using Data Mining”, Global Journal of Computer Science and Technology (GJCST), Vol. 11(11), Pp 47 -51, ISSN- 0975 – 4350, June/July 2011,

62 Malathi. A, and S. Santhosh Baboo, “Algorithmic Crime Prediction Model Based on the Analysis of Crime using Data Mining”, Global Journal of Computer Science and Technology (GJCST), Vol. 11(11) version 1.0, Pp 47 -51, ISSN- 0975 – 4350, June/July 2011,

63 Malathi. A and Dr. S. Santhosh Baboo, “Evolving Data Mining Algorithms on the Prevailing Crime Trend – An Intelligent Crime Prediction Model”, International Journal of Scientific and Engineering Research (IJSER), Vol. 2(6), Pp 1-6, ISSN 2229-5518, June 2011.

64 Malathi. A and Dr. S. Santhosh Baboo, “An Enhanced algorithm to predict a Future Crime using Data Mining “, International Journal of Computer Applications (IJCA) Vol. (1), Pp 1-6, ISSN 0975-8887, May 2011.

65 Malathi. A and Dr. S. Santhosh Baboo, “An Intelligent Analysis of Crime Data for Law Enforcement Using Data Mining”, International Journal of Data Engineering (IJDE), Vol. 1(5), Pp 77- 83, ISSN 2180 – 1274, March 2011.

66 Dr. S. Santhosh Baboo and A. Malathi, “Crime Information System Tool Using Data Mining”, E- Journal of KBSCMR, Vol. 1, Pp 242- 252, ISSN 0973 – 1513, February 2010.

67 Dr. S. Santhosh Baboo and A. Malathi, “Cluster Based Prediction Model for Crime Data Mining”, CIIT International Journal of Data Mining and Knowledge Engineering, Vo1. 1(5), Pp 250 – 254, ISSN 0974 – 9683, August 2009.

Paper Presented in Conferences

1. Dr. A. Malathi and Dr. A. Gandhimathi presented a paper entitled “Design and Development of Enhanced Random Forest Algorithm for Pre-Processing “ in 5th Worlds Conference on Applied Science, Engineering and Technology in Ho Chi Minh city University of Technology, Vietnam, 2- 4 June 2016.

2. Akila T. k and A. Malathi, "Importance of Software Testing and the Different Phases of Software Test Life Cycle", 2nd International Conference on Advanced Technologies for Research and Product Development, (ICATRPD’16),Published by Coimbatore Institute of Information Technology 21st & 22nd April 2016, ISBN 978-1-941505-49-6 © 2016

3. Akila. T. K and Dr. A. Malathi "Study on Software Testing and Different Phases of Software Test Life Cycle", 2nd international conference on advanced technologies for research and product development, Kathir Engineering College, Coimbatore - April 2016.

4. R. Gayathri and Dr. A. Malathi “A comparison study of Deduplication Implementations with Different Workloads” in the proceedings of ‘Third International Conference on Advances in Information Technology and Networking”, ICATN ’16, Dr. G. R. Damodaran College of Science, Coimbatore during February 11th 2016.

5. Dr. A. Malathi and Dr. A. Ganthimathi presented a paper entitled “Design And Development Of Enhanced Algorithm To Identify Crime Zones Using Data Mining Techniques “in the 2nd International Conference on Information Technology and Society 2015 (IC-ITS 2015) Kuala Lumpur, Malaysia, 8th June 2015

6. N Kamalraj and Dr. A Malathi. “An Ordered Fuzzy Rule Induction Based Churn Mining For Telecom Industry”, International Conference on Interdisciplinary Research in Electronics and Instrumentation Engineering (ICIREIE 2015): 18-25. (ISBN 978-81- 929866-3-0)

7. R. Gayathri and Dr. A. Malathi “Target Deduplication Metrics and Risk Analysis Using Post Processing Methods” , in the proceedings of “Second International Conference on Advances in Information Technology & Networking, ICATN’15”, Dr. G.R. Damodaran College of Science, Coimbatore, February 20th 2015.

8. S. Revathi and Dr. A. Malathi, presented a paper entitled “An Effective Analysis for Intrusion Detection based on Neuro-Fuzzy Inference System using real Time Network Data” in the Section of Information and Communication Science and Technology during the “The 102nd Indian Science Congress” held at University of Mumbai, Mumbai from January 3 to 7, 2015.

9. S. Revathi and Dr. A. Malathi, “Feature Extraction Using Sim-Swadorest Optimization Algorithm for Intrusion Detection” in the “The International Conference on Recent Innovations in Computer Science and Information Technology (ICRICSIT)” held in Singapore on 08th November 2014.

10. S. Revathi and Dr. A. Malathi, “Exploration of hybrid soft computing techniques for intrusion detection” in the “The International Conference on Emerging Trends in Science and Cutting Edge Technology (ICETSCET)” held at YMCA, Connaught Place, New Delhi, on September 2014.

11. K. Lokanayaki and Dr. A. Malathi, “Evolving Imbalanced Dataset Using Modified Exponential Fuzzy C-Means Algorithm (MPXFCM)", Second International Conference on “Emerging Research in Computing, Information, Communication and Applications” (ERCICA-14).

12. B. Narasimhan and Dr. A. Malathi,”Fuzzy logic system for risk-level classification of diabetic nephropathy” in the International conference on Green Computing Communication and Electrical Engineering (ICGCCEE), March 2014. Date of Conference: 6-8 March 2014, ISBN: 978-1-4799-4982-3.

13. V. Priyadarshini and Dr. A. Malathi “An efficient technique for process mining model for process discovery” International Conference on Advanced Computing (ICAC) held at Sri Sarada College for Women, Trinelveli on January 21, 2014.

14. S. Revathi and Dr. A. Malathi, “Intrusion Detection Based On Fuzzy Inference System with Optimization Techniques” in the “The International Conference on Advanced Computing (ICAC)” held at Sri Sarada College for Women, Tirunelveli, on January 2014.

15. S. Revathi and Dr. A. Malathi, “Analysis of various data mining classification algorithm for intrusion detection system” in the “International Conference on Mathematical Modelling in Computer, Management and medical Sciences” held at Kerala, June 2013.

16. Dr. Malathi. A and K. Sarojadevi “Knowledge discovery for efficient crime zone identification” Proceeding of the 100th Session of the Indian Science Congress (ISCA 2013), Calcutta University, Kolkata, January 2013.

17. Dr. Malathi. A “Anomaly Detection Algorithm to Identify the changes in Crime Pattern”, Proceeding of the National Conference on Computing and Intelligence Systems (NCCIS 2012), D. G. Vaishnav College, Chennai, Tamil Nadu, Pp 1-4, October 12-13, 2012.

18. Dr. Malathi. A and S. Helga Selvin “WIRELESS SENSOR NETWORKS FOR AGRICULTURE IN INDIA", Proceeding of National conference on Computer Applications in Service Sector: Models and Methods, at Dr. N.G.P Arts and Science College, Coimbatore, 7th September 2012.

19. Dr. Malathi. A and S. Helga Selvin “"WIRELESS SENSOR NETWORKS FOR ENVIRONMENTAL MONITORING IN AGRICULTURE", Proceeding CSIR Sponsored National Conference on Emerging Trends in Rough Sets, Fuzzy Sets Data Mining and Granular Soft Computing, at Kongu Engineering College, , Perundurai, Tamil Nadu, 3rd August 2012.

20. Malathi.A and S. Santhosh Baboo “Enhanced Algorithm To Cluster the Crime Zones Using Data Mining Techniques”, Proceeding of AICTE sponsored National Conference on Communication and Computing (NACC 2011), Acharya Institute of Technology, Bangalore, 2011.

21. Malathi. A, S. Santhos Baboo “Evolving Data Mining Algorithms On The Revailing Crime Trend – An Intelligent Analysis “, Proceedings of International Conference on Intelligent information systems and Management (IISM’11), RVS Group of Engineering And Management Institutions, Coimbatore, Tamil Nadu, July 2011.

22. Malathi. A and Dr. S. Santhosh Baboo “An Intelligent Analysis of a City Crime Using Data Mining”, International Conference on Information and Electronics Engineering (ICIEE), Bangkok, Thailand, ISBN 978 – 981 – 08 – 80637 – 0, May 2011.

23. Malathi. A and Dr. S. Santhosh Baboo, “An Intelligent Analysis and Prediction Using Data Mining”, Proceedings of International Conference on Computing Architecture, Networking & Applications, NMAM Institute of Technology, Nitte, Karnataka, Pp 199 – 200, ISBN 978 – 93 – 80697 – 42 – 0, January 2011.

24. Dr. S. Santhosh Baboo and A. Malathi, “Smart Multi User Agent Centre for Indian Crime”, Proceedings of Emerging Trends in Engineering, Technology and Applied Sciences”, MVR College of Engineering & Technology, Vijayawada, Pp 163-167, March 2010.

25. Dr. S. Santhosh Baboo, A. Malathi, “An Effective Method of Data Cleaning for Crime Data”, National Conference at KGiSL-Institute of Information Management, Coimbatore, March 2009.

Research Guidance

Ph.D (Research Scholars)

S.N

o.

Name of the

Scholar

Year Broad

Field

Ph.D/

M.Phi

l

FT/P

T

University Pursuing/

Completed/

1. Priyadarshini 1-9-12 Software

Engineering

PhD FT Bharathiar Completed

01-03-2018

2. Gayathri. 1-9-12 Datamining PhD PT Bharathiar Completed

2-5-2018

3. Kamalraj 1-1-12

6-11-12

Datamining PhD PT Bharathiar Completed

9-11-2018

4. Lokanayagi 1-9-12 Datamining PhD PT Bharathiar Completed

9-11-2018

5. Ravathi 1-1-13 Datamining

&Networkin

g

PhD FT Bharathiar Completed

3-11-2018

6. Akila 1-1-13 Software

Quaity

Mnaagemen

t

PhD PT Bharathiar Pursuing

7 Narasimhan 1-9-13 Soft Ph.D PT Bharathiar Pursuing

Computing

8 Prabha - PhD PT Bharathiar Pursuing

M.Phil (Research Scholars)

1 Agbar M.Phil PT MS

University

Completed

2 Kalaivani M.Phil PT BU Completed

3 Radhika M.Phil PT BU Completed

4 V.Bhuvaneshwa

ri

2004 M.Phil FT Bharathiar Completed

5 R. Kamla Priya 2004 M.Phil FT Bharathiar Completed

6 T. K. Shereena 2004 M.Phil FT Bharathiar Completed

7 Nirmala Devi 2011 M.Phil FT Bharathiar Completed

8 Kalai Kannan 2011 M.Phil PT Bharathiar Completed

9 Helga Selvi 2011 M.Phil PT Bharathiar Completed

10 Uma. S 2011 M.Phil PT Bharathiar Completed

11 Vijaya Priya 2012 M.Phil FT Bharathiar Completed

12 Nithya. K 2013 Data mining M.Phil FT Bharathiar Completed

13 Thenmozhi. M 2017 M.Phil PT Bharathiar Completed

14 Kogilavani 2017 M.Phil FT Bharathiar Completed

15 Keerthi - M.Phil PT Bharathiar Pursuing

1 Udhayakumar(2

015PRO193)

2015 A Bigdata

Architecture

Design For

Smart Grids

And Grid

Moderizatio

n Units

M.Phil PT Bharathiar Completed

(13/3/2019)

17 B.Amutha(2016

PR0164)

2016 An effective

spam

content

detection in

web pages

using h-bssd

framework.

M.Phil PT Bharathiar Completed

(29/3/2019)

18 Bhuvaneswari 2018 M.Phil FT Bharathiar Pursuing

Life Skill Enhancement

1. Conducted a “Life skill Enhancement” Program for Final MCA students at Sree Saraswathi Thiyagaraja College of Arts and Science, Pollachi on 28th and 29th of November, 2018.

2. Conducted a “Life Skill Enhancement in personality Development Programme in the Residential winter camp on “INTERNET OF THINGS – Phase I” ON 26-11-2018 at Sri Ramakrishna Mission Vidyalaya College of Arts and Science, Coimbatore.

3. Conducted a “Workshop on Life Skill Enhancement Program” for Final UG students at NGM college of Arts and Science, Pollachi on 16/10/18

4. Conducted a “Workshop on Life Skill Enhancement Program” for post graduate students at Chikkanna Government Arts College, Tiruppur on 3/10/2018

5. Conducted a “ Workshop on Life Skill Enhancement Program“ for fresher’s at Sri sakthi Engineering College, Karamadai, on 19/9/2018

6. Conducted a “Workshop on Life Skill Enhancement Program” for UG Students of VNK College for women, Mettupalayam, on 7/09/2018

7. Conducted a “Workshop on Inner Engineering” for UG students at NGP College Arts and Science College, Coimbatore, on 26/7/2018

8. Conducted a “Life Skill Enhancement” Program at Industrial Technical Institution (ITI) for Women, Coimbatore, on 18/4/2018

9. Conducted “Life Skill Enhancement Program” for UG students at Government Arts College, Ooty.

10. Conducted a Self Confident Awareness Program for Higher Secondary Students at Government Higher Secondary School, Vagarayam Palayam, Coimbatore on 17/2/2018

11. Conducted a “Life Skill Enhancement” Program For UG students at Government Arts College, Coimbatore, 0n 14/2/2018

12. Conducted a “Life Skill Enhancement” Program at Sri Ramakrishna Vidyalaya Arts and Science College, Coimbatore, on 15/2/2018

13. Conducted a “Awareness Program“ for Higher Secondary Students at Government Girls Higher Secondary School, Mettupalayam, on 18/7/2017