Dr. Tanu Singh

About

Dr. Tanu Singh is a highly liked professor at UPES, with a distinguished teaching career spanning over 7 years characterized by an unwavering commitment to excellence. She earned her Full-time PhD in Computer Science and Engineering from GGSIPU, New Delhi in 2022, following her Full-time MTech in CSE from PTU, Punjab in 2014, and her Full-time Graduation (BTech - IT) from PTU, Punjab in 2011. Proficient in Core Computer Science, software engineering, data analytics, and data warehousing, Dr. Singh has consistently showcased her proficiency in both teaching and research. Joining UPES in 2022, Dr. Singh has devoted herself to the advancement of education and research, embodying a deep-seated passion for nurturing the next generation of scholars. Her pedagogical approach is rooted in fostering continual growth and academic excellence among her students. With a robust academic background and over seven years of cumulative experience, she brings a wealth of knowledge and expertise to her role. Dr. Tanu Singh’s contributions extend beyond the classroom, evidenced by her numerous publications, book chapters and patents. Her research endeavours cover a diverse array of topics, including data science, machine learning, and IoT, among others. Notably, her innovative ideas are not confined to theory; Dr. Singh has demonstrated her ability to translate concepts into practical solutions through her patent and design registrations. Committed to driving innovation and making meaningful contributions to her field, Dr. Singh remains dedicated to pushing the boundaries of knowledge and inspiring future generations.

Employment

• University of Petroleum and Energy Studies Assistant Professor
  2022 - Present
• Integrated Institute of Technology, Dwarka, Delhi Guest Lecturer
  2017 - 2022
• Dr. Akhilesh Das Gupta Institute of Professional Studies Assistant Professor
  2015 - 2016
• Delhi College of Fire and Safety Engineering, Delhi Lecturer
  2014 - 2015
• KAPS Infotech Project Engineer
  2014 - 2014

Education

• Guru Gobind Singh Indraprastha University Ph.D
  2016 - 2022
• Adesh Institute of Engineering and Technology M.Tech
  2011 - 2014
• Adesh Institute of Engineering and Technology B.Tech
  2007 - 2011

Projects & Funding

Projects & funding information is unavailable.

Publications (16)

• IMMUNE: Intelligent Model for Multi-layered Unsupervised Neural Evolution for Anomaly Detection
  2026 DOI: 10.1007/978-3-032-30005-8_32
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• Schema Understandability: A Comprehensive Empirical Study of Requirements Metrics
  Information 2025 DOI: 10.3390/info16020155
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• Leveraging Blockchain Technology for Secure and Efficient Smart City Applications
  Lecture Notes in Networks and Systems 2025 DOI: 10.1007/978-981-97-8329-8_45
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• Mapping Human Data and Behavior With the Internet of Behavior (IoB)
  Advances in Psychology, Mental Health, and Behavioral Studies 2025 DOI: 10.4018/979-8-3693-7545-7
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• Data-Driven Assessment of Traceability Metrics for Requirements Model
  2025 DOI: 10.1007/978-981-96-6906-6_31
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• Intelligent Interactions: Exploring Human–Computer Interaction in the Metaverse Through Artificial Intelligence
  2025 DOI: 10.1007/978-981-97-2278-5_13
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• A novel metric for assessing structural complexity of data warehouse requirements models
  Expert Systems with Applications 2024 DOI: 10.1016/j.eswa.2024.124754
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• Explainable AI for Education: Recent Trends and Challenges
  Springer Nature Switzerland 2024 DOI: 10.1007/978-3-031-72410-7
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• The Datafication of Everything: Challenges and Opportunities in a Hyperconnected World
  Advancements in Smart Computing and Information Security 2024 DOI: 10.1007/978-3-031-58604-0_18
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• Employ Metrics in the Data Warehouse's Requirements Model for Hospitals
  2023 DOI: 10.1201/9781003346289-21
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