Dr. Isma Hamid has a doctoral degree specialized in behavior analysis and viualization technology of social networks ,and research interests in the areas of behavior analysis, visualization, Image processing, Pattern recognition and big data analysis . She has published fifteen research papers in different EI and SCI indexed international journals and Conferences. She has nine years of teaching, research, and application development experience in reputed public and private sector universities of Pakistan. She also has performed duties as external examiner to evaluate thesis of M.Sc. (Computer Science) and M.S (Computer Science). During her university service, she supervised more than twenty projects of B.S and M.S students.
behavior analysis, visualization, Image processing, Pattern recognition and big data analysis
Teaching
Teaching
2022 | |
1 | shfaq Ali, Muhammad Asif (Corresponding author), Isma Hamid, Muhammad Umer Sarwar, Fakhri Alam Khan, Yazeed Ghadi, "A word embedding technique for sentiment analysis of social media to understand the relationship between Islamophobic incidents and media portrayal of Muslim communities", Peerj Computer Science (Q1, IF 1.376), , Vol. Vol. , No. , (2022), pp, No. , (2022), pp. |
2 | Z. I. Nezami, A.H M. Asif, H.Aljuaid, I.Hamid, Z.Ali, "An Efficient and secure technique for Image Steganography using a hash function", PeerJ Computer Science (IF 2.41, Q2), , Vol. Vol. , No. , (2022), pp., No. , (2022), pp. |
3 | N. Shafique, I.Hamid, M. Asif, Q.Nawaz, H.Aljuaid and H. Ali, "Abstractive Text summarization of low-Resourced languages using Deep Learning", PeerJ Computer Science , Vol. , No. , (2022), pp. |
2021 | |
4 | R.Sohail, Q.Nawaz, I.Hamid, S.M. Gilani, I.Mumtaz, A.Mateen and J.Nawaz, , "A REVIEW ON MACHINE VISION AND IMAGE PROCESSING TECHNIQUES FOR WEED DETECTION IN AGRICULTURAL CROPS", Pakistan Journal of Agriculture Sciences, Vol. Vol. 58(X), xxx-xxx; 2021, No. ISSN (Print) 0552-9034, ISSN (Online) 2076-0906 DOI: 10.21162/PAKJAS/20.305, (2021), pp.ISSN (Print) 0552-9034, ISSN (Online) 2076-0906 DOI: 10.21162/PAKJAS/20.305 |
5 | M.Hamza, S.M. Gilani, Q.Nawaz, A.Kabir and I.Hamid, "Clustering of IOT Devices using Device Profiling and Behavioral Analysis to Build Efficient Network Policies", Mehran University Research Journal of Engineering & Technology, Vol. Vol. 40, No. , No. 2, 335 - 345, April 2021, (2021), pp., No. 2, 335 - 345, April 2021 |
6 | M. Younas, Q. Nawaz, I.Hamid, S.M. M. Gilani, M. J.Iqba, "Morphological Subroutine Based on Surface Ceramic Tile Crack Espial by Exploitation of Image Processing Proficiencies", Mehran University Research Journal of Engineering & Technology, Vol. , No. , (2021), pp. |
7 | L.Naz, Q. Nawaz, I.Hamid, A.Mateen, S.Afsar , S.M.M Gilani,, "An improved Methodology for Data Hiding in Images using Haar Transformed , LSB Replacement Method and Modified PVDMF1 ", International Journal of Advanced Trends in Computer Science and Engineering, Vol. Volume 10, , No. No.3, May - June 2021, (2021), pp.No.3, May - June 2021 |
8 | M.A.Saeed, F.Yousaf, O.B.Khalid, S.M.M Gilani,Q. Nawaz, I.Hamid, , "Fraud Detection in E-Commerce using Machine Learning ", International Journal of Advanced Trends in Computer Science and Engineering, ISSN 2278-3091, Vol. Volume 10, , No. No.3, May - June 2021,, (2021), pp.No.3, May - June 2021, |
9 | R Sohail, Q Nawaz, I Hamid, H Amin, JN Chauhdary, I.Mumtaz, "A novel machine learning based algorithm to detect weeds in soybean crop", Pak. J. Agri. Sci.,, Vol. Vol. 58 , No. 3, (2021), pp.3 |
2020 | |
10 | S.Tabassum, Q. Nawaz, I. Hamid, S.M. Gilani, "A Novel Method for Face Recognition Based on Features and Gestures", Journal of Information Communication Technology and Robotic Applications, Vol. Vol. 10, No.2, December 2019., No. , (2020), pp. |
11 | F.Farooq , Q.Nawaz , I.Hamid , S.M.M.Gilani , M.J.Iqbal, "DWT Based Image Fusion Technique for Infrared and Visible Images Using Particle Swarm Optimization", Technical Journal, University of Engineering and Technology, Vol. (UET) Taxila, Pakistan. Vol. 25, No.1, April 2020, No. , (2020), pp. |
2019 | |
12 | Saqib Daud, Syed Mushhad M. Gilani,*, Isma Hamid,*, Asif Kabir and Qamar Nawaz, "DSDV AND AODV PROTOCOLS PERFORMANCE IN INTERNET OF THINGS BASED AGRICULTURE SYSTEM FOR THE WHEAT CROP OF PAKISTAN", Pak. J. Agri. Sci., , Vol. Vol. 57(X), xxx-xxx; 2020, No. ISSN (Print) 0552-9034, ISSN (Online) 2076-0906 DOI:10.21162/PAKJAS/20.9249, (2019), pp.ISSN (Print) 0552-9034, ISSN (Online) 2076-0906 DOI:10.21162/PAKJAS/20.9249 |
2017 | |
13 | I. Hamid, Y. Wu, Q. Nawaz, and R. Zhao, "A fast heuristic detection algorithm for visualizing structure of large community", J. Comput. Sci., Jul. 2017 (ISI Indexed Journal) , Vol. , No. , (2017), pp. |
14 | Q. Nawaz, X. Bin, L. Weisheng, and I. Hamid, "Fusion of Multimodal Color Medical Images Using Quaternion Principal Component Analysis “,”", in International Conference of Pioneering Computer Scientists, Engineers and Educators, Changsha, China, 2017,(EI indexed) , Vol. vol. 728, , No. , (2017), pp. |
2016 | |
15 | Q. Nawaz, B. Xiao, I. Hamid, and D. Jiao, "Multi-modal Color Medical Image Fusion Using Quaternion Discrete Fourier Transform ", Sens. Imaging, Apr. 2016. (ISI indexed Journal), Vol. vol. 17, no. 1,, No. , (2016), pp. |
2012 | |
16 | I.Hameed, "Security in Requirement Engineering for Qualitative Products", Int. J. Eng. Technol. (EI Indexed Journal) , Vol. vol. 4, no. 6, No. , (2012), pp. |
2023 | |
1 | M.JABEEN, M. AHMED, I.HAMID, Q.NAWAZ, "Forecasting Color trends in Textile Fashion Industry of Pakistan by using Machine Learning Models", 2nd international conference on Engineering & computing technologies, ICECT 2022 , November, , Venue: National University of Modern Languages (NUML), Islamabad, Pakistan, (2023) |
2 | M. T. Ashraf, I. Hamid, Q. Nawaz and H. Ali, "Hybrid Approach using Extreme Gradient Boosting (XGBoost) and Evolutionary Algorithm for Cancer Classification", 2023 International Multi-disciplinary Conference in Emerging Research Trends (IMCERT), Karachi, Pakistan, 2023, , Venue: Indus University , Karachi , Pakistan , (2023) |
2022 | |
3 | M. I. Liaqat, I. Hamid, Q. Nawaz and N. Shafique, "Abstractive Text Summarization Using Hybrid Technique of Summarization, ", 14th International Conference on Communication Software and Networks (ICCSN), 2022, Venue: Chongqing , China, (2022) |
2019 | |
4 | A. Siddique, I. Hamid*, W. Li, Q. Nawaz, , "Image Representation using Variants of Principal Component Analysis: A Comparative Study", 11th International Conference on Communication Software and Networks, ICCSN 2019, (EI Indexed) , Venue: Chongqing University , Chongqing, China , (2019) |
5 | I. Hamid, Q. Nawaz*, M. Azam Zia, I. Mumtaz, "Pixel-level Multi-focus Image Fusion Algorithm based on 2DPCA ", 11th International Conference on Communication Software and Networks, ICCSN 2019 (EI Indexed), Venue: Chongqing University, Chongqing , China , (2019) |
2017 | |
6 | I. Hamid, Y. Wu, Q. Nawaz, and R. Zhao,, "An improved attributed graph clustering method for finding experts in online communities ", presented at the 10th EAI International Conference on Mobile Multimedia Communications, Chongqing, People’s Republic of China.2017, pp. 249–255. (ISI and EI Indexed), Venue: Chongqing university of posts and telecommunication, Chongqing, People’s Republic of China., (2017) |
7 | I.Hamid, Y. Wu, Q. Nawaz, M.Rauf, , "Finding Expert Role in Social-Support Online Community", International Conference in Communications, Signal Processing, and Systems,2017.Lecture Notes in Electrical Engineering, vol 463, pp 2762-2769. Springer, Singapore. (ISI and EI), Venue: eld on July 14–17, 2017 in Harbin, China, (2017) |
8 | Q. Nawaz, X. Bin, L. Weisheng, and I. Hamid, , "Multi-modal Medical Image Fusion using 2DPCA ", 2nd International Conference on Image, Vision and Computing (ICIVC) on, 2017 pp. 645–649 (EI Indexed), Venue: Chengdu, China, (2017) |
9 | Q. Nawaz, X. Bin, L. Weisheng, and I. Hamid, , "Fusion of Multimodal Color Medical Images Using Quaternion Principal Component Analysis", International Conference of Pioneering Computer Scientists, Engineers and Educators, Changsha, China, 2017, vol. 728, pp. 401–413. (EI) , Venue: Changsha, China,, (2017) |
2020 | ||
1 | Bachelor | Organ Donation APP |
2 | Bachelor | House Cost Estimation (Website) |
3 | Bachelor | SKILLED PAKISTAN Mobile Application to learn local skills |
4 | Bachelor | Web Solution for Alhamd Traders ™ |
5 | Bachelor | Real Time Museum Using Augmented Reality |
2019 | ||
6 | Bachelor | Lungs Disorder Detection Through X-Ray Image using Deep Learning Algorithms |
7 | Bachelor | Location Based Android Tutor for Pakistanis |
8 | Bachelor | Android Based Transportation system |
9 | Bachelor | Analysis of Emerging Technology Trends Around the Globe: 2014 - 18 |
10 | Bachelor | Zert Club |
2013 | ||
11 | Bachelor | Library Management System |
12 | Bachelor | Islamic Portal System |
2012 | ||
13 | Bachelor | GSM based Car Security System |
2011 | ||
14 | Bachelor | Selection of best path by using BGP attributes in Broader Gateway Protocol |
2010 | ||
15 | Bachelor | “Web Based Customer Service and Information System of FESCO” |
1 |
Start-up Research Grant ProgramAwarding Body: HEC |
1 | Awarded as a Guest of Honor, IEEE-TUF TechHawks’19, being held on 24th and 25th April 2019The University of Faisalabad Engineering Campus. (2019) |