Dr. Sana Mujeeb's Resume

Dr. Sana Mujeeb

Ph.D. Computer Science (Data Science in Energy Optimization)

Email: sana.mujeeb.22@gmail.com

Website: https://sites.google.com/view/sanamujeeb

Researchgate: https://www.researchgate.net/profile/Sana-Mujeeb

Google Scholar: https://scholar.google.com.pk/citations?hl=en&user=oOSExv4AAAAJ

ORCID: https://orcid.org/0000-0002-4975-7085

Contact No.: 0345-5912118, 051-2207034

Postal Address: House # G-IV 172, Street # 2, PINSTECH Colony Nilore, Islamabad, Pakistan

Career Objective

Seeking the role of a research associate or assistant professor in an institute, which enhances research experience and helps in professional and personal growth.

Research Achievements

Cumulative Impact Factor: 25, Citations: 360, H-index: 8, I 10-index: 7, No. of Publications: 18

Professional Experience

University Teaching Experience: 2.5 years(adding to date), Research Associate Experience: 7.5 years

Current Research Interests

Data-driven Electricity Theft Detection in Pakistan, Green Energy Mix in Pakistan

Courses Taught

1: Data Science (MS CS and BSCS)

2: Introduction to Information Technology (BBA and MBA)

3: ASP.Net (BSCS)

4: Knowledge Representation and Reasoning (BSAI)

5: Software Engineering (BSCS)

6: Web Engineering (BCA and BSCS)

7: Object Oriented Programming using Java (BSCS)

Data Analyst and General Skills

1: Exploratory Data Analysis using Python and MATLAB

2: Data Visualization, Machine Learning, Deep Learning, Data Preparation and Statistical Analysis

Journal Publications

1: Sana Mujeeb and Nadeem Javaid, "ESAENARX and DE-RELM: Novel Schemes for Big Data Predictive Analytics of Electricity Load and Price", Sustainable Cities and Society, Volume: 51, Article Number: 101642, Pages: 1-16, Published: November 2019, ISSN: 2210-6707. Download from Sustainable Cities and Society and Researchgate. (IF= 7.587, Q1)

2: Sana Mujeeb and Nadeem Javaid, "Deep Learning based Carbon Emissions Forecasting and Renewable Energy's Impact Quantification", IET Renewable Power Generation, 2022. (IF=3.48, Q1)

3: Sana Mujeeb, Nadeem Javaid, Abrar Ahmed, Sardar Muhammad Gulfam, Umar Qasim, Muhammad Shafiq, Jin-Ghoo Choi, "Electricity Theft Detection with Automatic Labeling and Enhanced RUSBoost Classification using Differential Evolution and Jaya Algorithm", IEEE Access, Volume: 09, Pages: 128521-128539, Published: August 2021, ISSN: 2169-3536. DOI https://doi.org/10.1109/ACCESS.2021.3102643. Download from IEEE Access. (IF=3.367 Q1)

4: Sana Mujeeb, Nadeem Javaid, Manzoor Ilahi, Zahid Wadud, FarruhIshmanov and Muhammad Khalil Afzal, "Deep Long Short-Term Memory: A New Price and Load Forecasting Scheme for Big Data in Smart Cities", Sustainability, Volume: 11, Issue: 4, Article Number: 987, Pages: 1-29, Published: February 2019, ISSN: 2071-1050. Download form Sustainability. (IF= 3.251 Q2)

5: Sana Mujeeb, Turki Ali Alghamdi, Sameeh Ullah, Ayesha Fatima, Nadeem Javaid and Tanzila Saba, "Exploiting Deep Learning for Wind Power Forecasting based on Big Data Analytics", Applied Sciences, Volume: 9, Issue: 20, Article Number: 4417, Pages: 1-19, Published: October 2019, ISSN: 2076-3417. Download from Applied Sciences. (IF= 2.679, Q2)

6: Mujeeb, Sana, Muhammad Hafeez Javed, and Tayyaba Arshad. "Aquabot: A Diagnostic Chatbot for Achluophobia and Autism." International Journal of Advanced Computer Science and Applications 8, no. 9 (2017): 209-216. Download from Researchgate .

International Conference Proceedings/ Book Chapters

7: Sana Mujeeb, Nadeem Javaid, Sakeena Javaid, Asma Rafique and Manzoor Ilahi, "Big Data Analytics for Load Forecasting in Smart Grids: A Survey", International Conference on Cyber Security and Computer Science (ICONCS), 2018, pp: 193-202. Download from ICONCS and Researchgate.

8: Sana Mujeeb, Nadeem Javaid, Hira Gul, NaziaDaood, Shaista Shabbir and AroojArif, "Wind Power Forecasting Based on Efficient Deep Convolution Neural Networks", in the 14th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC 2019). Download from Researchgate.

9: Sana Mujeeb, Nadeem Javaid, Rabiya Khalid, Muhammad Imran and Nidal Naseer, "DE-RUSBoost: An Efficient Electricity Theft Detection Scheme with Additive Communication Layer", in 54th IEEE International Conference on Communications (ICC), 2020.

10: Sana Mujeeb, Nadeem Javiad and Sakeena Javaid, "Data Analytics for Price Forecasting in Smart Grids: A Survey", in the 21st International Multitopic Conference (INMIC), 2018, pp: 1-10. Download from IEEEXplore and Researchgate.

11: Ayesha Anjum Butt, Nadeem Javaid, Sana Mujeeb, Salman Ahmed, Malik Muhammad Shahid Ali and Waqar Ali, "Foged Energy Optimization in Smart Homes", in 12th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2018, pp: 265-275, ISBN: 978-3-319-93554-6. Download from Springerlink and Researchgate.

12: Nasir Ayub, Nadeem Javaid, Sana Mujeeb, Maheen Zahid, Wazir Zada Khan and Muhammad Umar Khattak, "Electricity Load Forecasting in Smart Grids using Support Vector Machine", in 33rd International Conference on Advanced Information Networking and Applications (AINA), 2019, pp: 1-13, ISBN: 978-3-030-15032-7. Download from Springerlink and Researchgate.

13: Asra Rafi, Sana Mujeeb and Nadeem Javaid, "ERBFNN based Electricity Load and Price Forecasting", in 17th International Conference on Frontiers of Information Technology (FIT 2019), ISSN: 2334-3141. Download from Researchgate.

14: Hammad-Ur-Rehman, Sana Mujeeb and Nadeem Javaid, "DCNN and LDA-RF-RFE based Short-Term Electricity Load and Price Forecasting", in 17th International Conference on Frontiers of Information Technology (FIT 2019), ISSN: 2334-3141. Download from Researchgate.

15: Mughees Ali, Zahoor Ali Khan, Sana Mujeeb, Shahid Abbas and Nadeem Javaid, "Short-Term Electricity Price and Load Forecasting using Enhanced Support Vector Machine and K-Nearest Neighbor", in 6th HCT Information Technology Trends (ITT), 2019. Download from Researchgate.

16: Junaid Masood, Sana Mujeeb and Nadeem Javaid, "An Optimized Linear-Kernel Support Vector Machine for Electricity Load and Price Forecasting in Smart Grids", in International Conference on Advances in the Emerging Computing Technologies (AECT), 2019. Download from Researchgate.

17: Sana Mujeeb, Nadeem Javaid, Rabiya Khalid, Orooj Nazeer, IsraShafi and Mahnoor Khan, "Big Data Analytics for Price and Load Forecasting in Smart Grids", in 13th International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), 2018, pp: 77-87, ISBN: 978-3-030-02613-4. Download from Springerlink and Researchgate.

Articles Submitted

1: Title: Electricity Theft Detection Utilizing Efficient Anomaly Detection Techniques

2: Title: RUSE-JSVM: A New Electricity Theft Detection Model with Efficient Feature Engineering

3: Title: Role of Renewable Energy Sources in Advancements of Power Systems: A Case Study of Pakistan

Articles to be Submitted

1: Title: Wet and Wrinkled Fingerprint Recognition using Improved Genetic Algorithm

2: Title: PAOFCDN: A Novel Method for Predictive Analytics of Solar Irradiance in Islamabad Pakistan

Education

- Ph.D. in Computer Science (Impact Factor: 25, CGPA: 3.75)

COMSATS University Islamabad (CUI) Islamabad Campus

Research Areas: Data Science, Datadriven Energy Optimization

Thesis: Data Analytics based Efficient Energy Optimization in Smart Grids

-MS Computer Science 2012 (CGPA: 3.34)

COMSATS University Islamabad (CUI) Islamabad campus

Research Area: Artificial Intelligence, Natural Language Processing

Thesis: A Diagnostic Chatbot for Achluophobia and Autism

- MCS 2010 (CGPA: 3.3)

National University of Modern Languages (NUML) Islamabad

Thesis: Gender Classification Tool

Detailed Professional Experience

University Teaching Experience: 2.5 years (and adding to date)

Research Associate Experience: 7.5 years

1: Hamdard Institute of Engineering and Technology (HIET) Hamdard University, Islamabad, 2022 to date (Lecturer)

2: Communication over Sensors (ComSens) Research Lab, COMSATS University Islamabad (CUI) Islamabad, 2015 to 2022 (Research Associate)

3: Punjab University Jhelum Campus (PUJC) Jhelum, 2017 (Visiting Lecturer)

4: International Grafton College of Management Science Islamabad, 2014 to 2015 (Lecturer)

5: National University of Modern Languages Islamabad, 2013 to 2014 (Lecturer)

6: Pakistan Institute of Engineering and Applied Science (PIEAS) Islamabad, 2009 to 2010 (Internee)

Major Courses Studied

1: Special Topics in Data Mining

2: Special Topics in Machine Learning

3: Artificial Intelligence

4: Special Topics in Computer Vision

5: Intelligent System Design

6: Special Topics in Image Processing

Awards and Certificates

1: Appreciation Certificate

Awarded Appreciation Certificate for Excellent Performance in Ph.D. Course Work at COMSATS University Islamabad (CUI) Islamabad Campus

2: Visio Spark 2010 (National Level Mega IT Event)

Awarded the Certificate of Excellence

Presented MCS Final Year Project Titled “Gender Classification Tool” in Competition of Software Projects

Held at COMSATS University Islamabad (CUI) Wah Campus

3: Visio ACM Softcom 2010 Gulam Ishaq Khan Institute (National Level Mega IT Event)

Awarded the Certificate of Excellence

Presented MCS Final Year Project Titled “Gender Classification Tool” in Competition of Software Projects, Category of Image Processing Software Projects

Held at Ghulam Ishaq Khan Institute (GIKI) KPK

4: Data Science Hands on Workshop

Awarded the Certificate of Participation

Held at Department of Computer Science

COMSATS University Islamabad (CUI) Islamabad

5: Data Science & Machine Learning Course

Held at Dice Analytics, Islamabad

References

1: Dr. Nadeem Javaid

Professor and Founding Head of ComSens Research Lab, Department of Computer Science, COMSATS University Islamabad (CUI), Islamabad Campus.

Researchgate: https://www.researchgate.net/profile/Nadeem-Javaid

Contact No.: 03353340000, Email: njavaidqau@gmail.com