Designation: Assistant Professor
Education: MCA, M.Phil.,(Ph.D)
Professional Experience
Teaching :7 years
Research :5 years
Specialization
PG : MCA
M.Phil. : Data Mining
(Ph.D.) : Data Mining
Publications
● Published “DATMin-A Novel Large Data mining Technique for Concept Evolution and Feature
Evolution using Map Reduce Paradigm” International Journal for Research in Applied Science
& Engineering Technology (IJRASET), Volume 4, Issue XI, November 2016, ISSN: 2321-9653
● Published “Novel Concept Specific Learning Model for Classification of Dynamic Evolving
Data Streams Towards Eliminating Recurring Classes”, JASC: Journal of Applied Science and
Computations, ISSN- 2394-5125 VOL 7, ISSUE 10, 2020
● Published “An extensive study on scalable and efficient multipass learning model and its
approaches towards classifying evolving data streams”, Journal of critical reviews, ISSN NO:
1076-5131, VOL 6, ISSUE 6, 2019
● Published “Online Ensemble based Reinforcement learning architecture to detect novel class
and recurring classes on emerging data streams” Journal of Design Engineering, ISSN: 0011-
9342 | Year 2021 Issue: 8 | Pages: 4026- 4036
● Published “A deep fast learning framework towards exploring Imbalanced data and Multi-
class Drift in Evolving Data Streams”, Turkish Journal of Computer and Mathematics
Education Vol.12 No.9 (2021),1667-1679
Conferences, Seminars, Workshops & FDPs Attended/Organized:
● Attended a seven days Workshop on “Curriculum Framework- NEP 2020, OBE and
AI” organized by Marthoma College, Perumbavoor in associaion with KSHEC.
● Attended a two day Workshop on “Curriculum Framework – OBE” in MACFAST
College, Tiruvalla.
● Attended a two day Workshop on “Quality Assurance of Teaching and Learning in Higher Educational Institutions” in MMNSS College, Konni
● Attended a workshop on “Spoken Tutorial” in Sree Narayana Guru College of Arts and
Science, Coimbatore
● Attended a five day Faculty Development Program in Sree Narayana Guru College of Arts and
Science, Coimbatore
● Presented paper entitled “A Comparative Study on DES and Triple DES” in National
Conference on Internet Security, PSGR Krishnammal College for Women, Coimbatore.
● Presented paper entitled “DATMin-A Novel large Data mining Technique for Concept
Evolution and Feature Evolution using Map Reduce Paradigm”, in National Conference, Sree
Narayana Guru College, Coimbatore.
Research Interest
Machine Learning
Deep Learning
Data Mining
Contact Details
Phone : 8921577344
Email : amrita.pk@saintgits.org