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Dr. Anuj Kumar

Dr. Anuj Kumar

  • Assistant Professor
    Institute of Engineering & Technology

  • Department

    Department of Computer Engineering & Applications

  • Contact Details:

    Email :

    Contact Number :

  • Experience

    14 Year Experienced Computer Science Faculty with Knowledge in Operating System, Computer Organization & Architecture, Machine Learning, Data Mining etc.

  • Qualifications

    • PHD (Computer Science & Engineering) (2021 Registration) (Thesis submitted)
      GLA University, Mathura, Uttar Pradesh
    • Master of Technology (Computer Science & Engineering) (2011-13)
      From Uttar Pradesh Technical University, Lucknow, Uttar Pradesh
    • Bachelor of Technology (Information Technology) (2004-08)
      From Uttar Pradesh Technical University, Lucknow, Uttar Pradesh

  • Ph.D

    Thesis Supervised

  • Awarded/ Completed-

    Working-

  • Postgraduate

    Thesis Supervised

  • Awarded/ Completed-

    Working-

Papers in International Journal

  • KUMAR, A., KUMAR, R. & SHEKHAR, S. "HYBRID FRAMEWORK FOR SENTIMENT ANALYSIS OF PATIENT REVIEWS USING LEXICON BASED BIO-BIDIRECTIONAL ENCODER REPRESENTATIONS FROM TRANSFORMERS”. (ACCEPTED IN COMPUTER SCIENCE JOURNAL)
  • KUMAR, ANUJ. (2024). HYBRID FRAMEWORK INTEGRATING LEXICON AND LEARNING METHODS FOR ENHANCING SENTIMENT ANALYSIS BASED ON PATIENTS' TWEETS ON MEDICINES. JOURNAL OF ELECTRICAL SYSTEMS. 20. 2786-2810. 10.52783/JES.3287.
  • KUMAR, A., & SHEKHAR, S. (2024). HYBRID MODEL OF UNSUPERVISED AND SUPERVISED LEARNING FOR MULTICLASS SENTIMENT ANALYSIS BASED ON USERS’ REVIEWS ON HEALTHCARE WEB FORUMS. JOURNAL OF AUTONOMOUS INTELLIGENCE, 7(4)
  • KUMAR, RAJAT &KUMAR, ANUJ. (2019). ENERGY EFFICIENT TECHNIQUE FOR DATA AGGREGATION IN INTERNET OF THINGS. INTERNATIONAL JOURNAL OF RESEARCH IN ELECTRONICS AND COMPUTER ENGINEERING (IJRECE). IJRECE VOL. 7 ISSUE 2 (APRIL- JUNE 2019) ISSN: 2393-9028 (PRINT)| ISSN: 2348-2281
  • VARSHNEY ,SHIVANI &, GUPTA LALIT & KUMAR, ANUJ. (2019” PERFORMANCE ANALYSIS OF CRYPTOGRAPHY ALGORITHMS: BLOWFISH, DES, 3DES, AES, MARS & RC6 WITH DATA HIDING IN IMAGES USING STEGANOGRAPHY TECHNIQUE” INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN SCIENCE, ENGINEERING AND TECHNOLOGY (IJIRSET) VOL. 8, ISSUE 5, MAY 2019 ISSN(ONLINE): 2319-8753 ISSN (PRINT): 2347-6710
  • GUPTA, HARSHA & SOLANKI, EKTA & MISHRA, ANUJ. (2018). NOVEL TECHNIQUE FOR DETECTION OF MALICIOUS NODES IN IOT. INTERNATIONAL JOURNAL OF COMPUTER SCIENCES AND ENGINEERING. 6. 1315-1319. 10.26438/IJCSE/V6I7.13151319.
  • SINGH, LAKSHIKA AND ANUJ KUMAR. “SECURED INFORMATION RETRIEVAL FROM CLOUD INVOLVING OTP AND HUMAN VOICE.” INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN SCIENCE AND TECHNOLOGY 3 (2017): 876-880.
  • SINGH, P., QUADRI, Z., & KUMAR, A. (2016). COMPARATIVE STUDY OF PARALLEL SCHEDULING ALGORITHM FOR PARALLEL JOB. INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS, 134, 10-14.
  • KUMAR, A., VARSHNEY, A. K., & KUMAR, P. (2012). PA SUBSTITUTION CIPHER. ANUJ KUMAR INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH & TECHNOLOGY (IJERT), 1.

Papers in International Conferences

  • KUMAR, A. (2024, AUGUST). MACHINE LEARNING BASED SENTIMENT ANALYSIS OF PHARMACEUTICAL REVIEWS. IN 2024 5TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND SUSTAINABLE COMMUNICATION SYSTEMS (ICESC) (PP. 1850-1855). IEEE.
  • KUMAR, A., & SHEKHAR, S. (2024, APRIL). A UNIFIED FRAMEWORK FOR RECOMMEND MEDICINE REVIEW CATEGORIES THROUGH BI-LSTM AND SUPERVISED LEARNING. IN 2024 INTERNATIONAL CONFERENCE ON EXPERT CLOUDS AND APPLICATIONS (ICOECA) (PP. 666-671). IEEE.
  • KUMAR, A., & SHEKHAR, S. (2023, APRIL). A SURVEY ON SENTIMENT ANALYSIS IN HEALTH CARE: NEW OPPORTUNITIES AND CHALLENGES. IN INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR SECURITY APPLICATIONS (PP. 621-631). SINGAPORE: SPRINGER NATURE SINGAPORE.
  • KUMAR, A., & MANGAL, A. (2023, SEPTEMBER). A DEEP LEARNING-BASED FRAMEWORK FOR OPINION MINING OF PATIENT REVIEWS ON WEB FORUMS. IN 2023 4TH INTERNATIONAL CONFERENCE ON SMART ELECTRONICS AND COMMUNICATION (ICOSEC) (PP. 798-803). IEEE.
  • MANGAL, A., & KUMAR, A. (2023, JULY). DEEP LEARNING BASED OPINION MINING ON THROAT CANCER SOCIAL MEDIA POSTS. IN 2023 2ND INTERNATIONAL CONFERENCE ON EDGE COMPUTING AND APPLICATIONS (ICECAA) (PP. 599-604). IEEE.
  • KUMAR, A., & SHEKHAR, S. (2023, APRIL). A SURVEY ON SENTIMENT ANALYSIS IN HEALTH CARE: NEW OPPORTUNITIES AND CHALLENGES. IN INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR SECURITY APPLICATIONS (PP. 621-631). SINGAPORE: SPRINGER NATURE SINGAPORE.
  • KUMAR, A. (2023, JULY). A MACHINE LEARNING-BASED AUTOMATED APPROACH FOR MINING CUSTOMER OPINION. IN 2023 4TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND SUSTAINABLE COMMUNICATION SYSTEMS (ICESC) (PP. 806-811). IEEE
  • KUMAR, "A STUDY: HATE SPEECH AND OFFENSIVE LANGUAGE DETECTION IN TEXTUAL DATA BY USING RNN, CNN, LSTM AND BERT MODEL," 2022 6TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2022, PP. 1- 6, DOI: 10.1109/ICICCS53718.2022.9788347.
  • KUMAR AND A. KUMAR UTTAM, "INFORMATION EXTRACTION AND SENTENCE ORDERING IN MULTI-DOCUMENT SUMMARIZATION USING PREFERENCE LEARNING," 2022 INTERNATIONAL CONFERENCE ON EDGE COMPUTING AND APPLICATIONS (ICECAA), 2022, PP. 1146-1149, DOI: 10.1109/ICECAA55415.2022.9936218.
  • UTTAM, A. K., & KUMAR, A. (2022, OCTOBER). GRAPE LEAVES DISEASE IDENTIFICATION USING TRANSFER LEARNING TECHNIQUES. IN 2022 3RD INTERNATIONAL CONFERENCE ON SMART ELECTRONICS AND COMMUNICATION (ICOSEC) (PP. 1182-1186). IEEE.
  • KUMAR, "DATA SECURITY AND PRIVACY USING DNA CRYPTOGRAPHY AND AES METHOD IN CLOUD COMPUTING," 2021 FIFTH INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2021, PP. 1529-1535, DOI: 10.1109/I- SMAC52330.2021.9640708.
  • KUMAR, " “FRAMEWORK FOR DATA SECURITY USING DNA CRYPTOGRAPHY AND HMAC TECHNIQUE IN CLOUD COMPUTING”," 2ND INTERNATIONAL CONFERENCE ON ELECTRONICS AND SUSTAINABLE COMMUNICATION SYSTEMS ICESC 2021, COIMBATORE, INDIA, 2021
  • KUMAR, "A NOVEL PRIVACY PRESERVING HMAC ALGORITHM BASED ON HOMOMORPHIC ENCRYPTION AND AUDITING FOR CLOUD," 2020 FOURTH INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), PALLADAM, INDIA, 2020, PP. 198-202, DOI: 10.1109/I-SMAC49090.2020.9243340.
  • KUMAR A. (2021) A DESCRIPTIVE ANALYSIS OF DATA PRESERVATION CONCERN AND OBJECTIONS IN IOT-ENABLED E-HEALTH APPLICATIONS. IN: SMYS S., BALAS V.E., KAMEL K.A., LAFATA P. (EDS) INVENTIVE COMPUTATION AND INFORMATION TECHNOLOGIES. LECTURE NOTES IN NETWORKS AND SYSTEMS, VOL 173. SPRINGER, SINGAPORE. HTTPS://DOI.ORG/10.1007/978-981-33-4305-4_40
  • KUMAR, V. JAIN AND A. YADAV, “A NEW APPROACH FOR SECURITY IN CLOUD DATA STORAGE FOR IOT APPLICATIONS USING HYBRID CRYPTOGRAPHY TECHNIQUE”, 2020 INTERNATIONAL CONFERENCE ON POWER ELECTRONICS; IOT APPLICATIONS INRENEWABLE ENERGY AND ITS CONTROL (PARC), MATHURA, UTTAR PRADESH, INDIA, 2020,PP. 514-517, DOI: 10.1109/PARC49193.2020.236666.
  • KUMAR, “IMPROVED GENETIC ALGORITHM TO SOLVE SMALL SCALE TRAVELLING SALESMAN PROBLEM”, 2020 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), MADURAI, INDIA, 2020, PP. 516-520, DOI: 10.1109/ICICCS48265.2020.9120880.
  • V. JAIN, M. AGRAWAL AND A. KUMAR, "PERFORMANCE ANALYSIS OF MACHINE LEARNING ALGORITHMS IN CREDIT CARDS FRAUD DETECTION," 2020 8TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO), NOIDA, INDIA, 2020, PP. 86-88, DOI: 10.1109/ICRITO48877.2020.9197762.
  • YADAV A., JAIN V., KUMAR A. (2021) PERFORMANCE ANALYSIS OF MACHINE LEARNING ALGORITHMS IN CREDIT CARD FRAUD DETECTION. IN: RANGANATHAN G., CHEN J., ROCHA Á. (EDS) INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES. LECTURE NOTES IN NETWORKS AND SYSTEMS, VOL 145. SPRINGER, SINGAPORE. HTTPS://DOI.ORG/10.1007/978-981-15-7345-3_26

Professional Experience

GLA UNIVERSITY MATHURA

Faculty and Year Coordinator (Aug 2019-Till Now)

  • Teach subjects of Computer Engineering & Application
  • Ensuring that class materials are up to date, reviewing curriculum and demonstrating professionalism in dealing with others.
  • Conduct laboratory activities
  • Co-ordinate technical group activities
  • Perform the duties of Class Advisor and Student mentor

INSTITUTE OF TECHNOLOGY AND MANAGEMENT ALIGARH

(Uttar Pradesh Technical University) - (U.P), INDIA Faculty and Cordinator (July 2014-Aug 2019)

  • Teach subjects of computer science & engineering
  • Ensuring that class materials are up to date, reviewing curriculum and demonstrating professionalism in dealing with others.
  • Conduct laboratory activities
  • Co-ordinate group training sessions
  • Monitor, evaluate and grade students

INSTITUTE OF TECHNOLOGY AND MANAGEMENT ALIGARH (Uttar Pradesh Technical University) - (U.P), INDIA Faculty Member (July 2008-July2011)

  • Preparing the curriculum and presenting the material to students.
  • Tracking    attendance,   assigning    homework,    grading   assignments,    giving    feedback   and communicating effectively with students at all levels of technological understanding.
  • Conduct laboratory activities.
  • Teach software packages MS office for Diploma students

Online Courses and Faculty Development Programme

  • Block chain Basics (COURSERA)
  • IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies (COURSERA)
  • Introduction to the Internet of Things and Embedded Systems (COURSERA) d)Introduction and Programming with IoT Boards (COURSERA)
  • Analytics For IOT(IBM-ICE)
  • Faculty Development program on Block chain Technology (ODEM)
  • Online FDP on "Block chain"(ATAL)
  • Machine Learning for All (COURSERA)
  • Faculty Development program on “Art of quality and effective research” (GLA University)

DISSERTATION TOPIC IN PhD
Ontology Based Sentiment Analysis and Recommendation Framework for Medical Diseases

Achievements in Academic and Administration

  • Achieve highest marks in the M. Tech batch (2011-13) in College.
  • Excellent academic record with consistently good performance throughout.
  • Working as a Year Coordinator and Student Mentor in Computer Engineering Application Department in GLA University Mathura
  • Worked as a program coordinator Computer Science & Engineering Department in ITM college Aligarh
  • Worked as a member of NAAC accreditation Team in Criteria-V (Student Support and Progression)

GLA University

17km Stone, NH-19,
Delhi-Mathura Road
P.O. Chaumuhan,
Mathura-281 406 (U.P.) India

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