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Dr Humera Shaziya

humerashaziya@nizamcollege.ac.in · Nizam College

https://researchid.co/humeras
@nizamcollege.ac.in
11Scopus Publications
563Google Scholar Citations
8Google Scholar h-index
8Google Scholar i10-index

Research Interests

Machine Learning, Deep Learning

Biography

Dr. Humera Shaziya has been working as Assistant Professor in the department of Informatics, Nizam College, an autonomous and constituent college of Osmania University since July 2004. She has served as the head of the department from July 2018 to July 2020 and as chairperson board of studies for BCA program from 2019 to 2020. She has been teaching for over 19 years to PG programme. She has been handling courses on algorithms, artificial intelligence, machine learning, deep learning, data science and several other core courses of computer sciences. She has been guiding students for carrying out major projects. Furthermore, she has been mentoring students on their academic and personal aspects. She has delivered 10 extension lectures and seminars in various colleges. Additionally, she has obtained 8 certificates from Coursera platform. She was the member of several committees including IQAC, NAAC criterion committee, Women Empowerment Cell (WEC), and syllabus revision committee.

Education

She has received M.Sc(IS), M.Tech(CSE) and BCA each with distinction from Osmania University and has qualified UGC-NET and AP-SET eligibility tests for Lecturership in the year 2012. She has been awarded the PhD(CSE) on the topic “Automatic Detection and Classification of Lung Cancer in Pulmonary CT Images using Deep Learning” during March 2023 under Visvesvaraya PhD scheme for Electronics and IT, Ministry of Electronics and IT, Government of India from department of CSE, University College of Engineering, Osmania University.

Recent Scopus Publications

  1. A Comprehensive Introduction to Cyber Threat Detection Through Quantum Computing and Comparative Study of Classical and Quantum- Enhanced Convolutional Neural Networks
    Advancing Cyber Threat Detection Through Quantum and Edge Computing, 2025
  2. Lung Cancer Classification Using CNN: Addressing Class Imbalance and Model Performance Analysis
    Sustainability in Industry 5 0 Theory and Applications, 2024
  3. LungNodNet-The CNN architecture for Detection and Classification of Lung Nodules in Pulmonary CT Images
    Indicon 2022 2022 IEEE 19th India Council International Conference, 2022
  4. Strategies to Effectively Integrate Visualization with Active Learning in Computer Science Class
    Lecture Notes on Data Engineering and Communications Technologies, 2021
  5. Impact of Hyperparameters on Model Development in Deep Learning
    Lecture Notes on Data Engineering and Communications Technologies, 2021

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