DEPARTMENT.FACULTY
![photo](https://api.amu.ac.in/storage/images/empphoto/10061777.jpg)
- DEPARTMENT_STAFF.QUALIFICATION
Ph. D
- DEPARTMENT_STAFF.DESIGNATION
Assistant Professor
- DEPARTMENT_STAFF.THRUST_AREA
Nature inspired optimization, Machine learning
- DEPARTMENT_STAFF.ADDRESS
- DEPARTMENT_STAFF.MOBILE
8750919969
- DEPARTMENT_STAFF.EMAIL
nadeem.amu@gmail.com
- DEPARTMENT_STAFF.TIME_TABLE
Dr. Mohammad Nadeem is currently working as Assistant Professor in the Department of Computer Science, AMU, Aligarh. He joined the department in June 2016. He has received his Ph.D in Computer Science from IIT(ISM), Dhanbad, Jharkhand in 2017. Before that, he has also worked as Assistant System Engineer at Tata Consultancy Services (TCS) from January 2012 to February 2013. He has completed his Masters and Graduation from AMU in 2011 and 2008 respectively. He was also awarded University Medal in Graduation. His research areas include Machine Learning and Soft Computing.
- Research Publications
Journals
- Mohammad Nadeem, Haider Banka and R. Venugopal, SVM-Based Predictive Modelling of Wet Pelletization Using Experimental and GA-Based Synthetic Data, Springer-Arabian Journal for Science and Engineering (SCIE, Impact Factor: 2.334), 41(3), pp. 1053-1065 (2016).
- Mohammad Nadeem, Haider Banka and R. Venugopal, Estimation of pellet size and strength of limestone and manganese concentrate using soft computing techniques, Elsevier- Applied Soft Computing (SCIE, Impact Factor: 6.725), 59, pp. 500-511 (2017).
- Mohammad Nadeem, Haider Banka and R. Venugopal, A neural network based approach for steady-state modelling and simulation of continuous balling process, Springer- Soft Computing (SCIE, Impact Factor: 3.643), 22(3), pp. 873-887 (2018).
- Mohammad Shameem, Rakesh Ranjan Kumar, Mohammad Nadeem, Arif Ali Khan, Taxonomy of Barriers and their Prioritization using Fuzzy Analytic Hierarchy Process for Scaling Agile Development in the Global Software Development, Elsevier- Applied Soft Computing (SCIE, Impact Factor: 6.725), 90, pp. 106-122 (2020).
- Muhammad Azeem Akbar, Mohammad Shameem, Arif Ali Khan, Mohammad Nadeem, Ahmed Alsanad and Abdu Gumaei, A fuzzy analytical hierarchy process to prioritize the success factors of requirement change management in global software development, Wiley- Software: Evolution and Process (SCIE, Impact Factor: 1.972), 33(2), e2292 (2021).
- Arif Ali Khan, Mohammad Shameem, Mohammad Nadeem, and Muhammad Azeem Akbar, Agile trends in Chinese global software development industry: Fuzzy AHP based conceptual mapping, Elsevier-Applied Soft Computing (SCIE, Impact Factor: 6.725), 102, pp.107090 (2021).
- Qazi Mohammad Areeb, Maryam, Mohammad Nadeem, Roobaea Alroobaea and Faisal Anwer, Helping Hearing-Impaired in Emergency Situations: A Deep Learning-Based Approach, IEEE Access (SCIE, Impact Factor: 3.367),, 10, pp.8502-8517 (2022).
- Ankur Kumar, Mohammad Nadeem, Haider Banka, Nature inspired optimization algorithms: a comprehensive overview, Springer- Evolving Systems (SCIE, Impact Factor: 1.908), https://doi.org/10.1007/s12530-022-09432-6, (2022).
Conferences
- Mohammad Nadeem, Haider Banka and R. Venugopal, A Comparison of multilayer perceptron (MLP) and support vector machine (SVM) in predicting green pellet characteristics of manganese concentrate, Proceedings of Fifth International Conference on Soft Computing for Problem Solving, pp. 311-320. Springer Singapore, 2016.
- Mohammad Nadeem, and R. Venugopal. Analysis of size-strength trade-off in green pelletization for manganese concentrate using multiobjective evolutionary algorithm (NSGA-II), 3rd International Conference on Recent Advances in Information Technology (RAIT), pp. 268-273. IEEE, 2016.
- Mohammad Nadeem, Haider Banka and R. Venugopal, Intelligent Techniques Based Modelling Of Size Enlargement Process For Fine Materials: A Quick Survey, 16th International Mineral Processing Symposium (IMPS 2018), Antalya, Turkey – October 23-25, 2018.
- Qazi Mohammad Areeb, Raza Imam, Noor Fatima and Mohammad Nadeem, AI Art Critic: Artistic Classification of Poster Images using Neural Networks, International Conference on Data Analytics for Business and Industry (ICDABI), Bahrain, pp. 37-41. IEEE, 2021.
- Qazi Mohammad Areeb and Mohammad Nadeem, Deep Learning Based Hand Gesture Recognition for Emergency Situation: A Study on Indian Sign Language, International Conference on Data Analytics for Business and Industry (ICDABI), Bahrain, pp. 33-36. IEEE, 2021.
- Qazi Mohammad Areeb and Mohammad Nadeem, A Comparative Study of Learning Methods for Diabetic Retinopathy Classification, Advances in Data Computing, Communication and Security, pp. 239-249. Springer, Singapore, 2022.
- Mohammad Nadeem, Haider Banka and R. Venugopal, SVM-Based Predictive Modelling of Wet Pelletization Using Experimental and GA-Based Synthetic Data, Springer-Arabian Journal for Science and Engineering (SCIE, Impact Factor: 2.334), 41(3), pp. 1053-1065 (2016).
- Computer Networkshttps://nptel.ac.in/courses/106105081/
- Computer Graphicshttps://nptel.ac.in/courses/106106090/