TM271 Machine Learning and Deep Learning

TM129 Technologies in Practice

TM354 Software Engineering

TM105 Introduction to Programming

TM352 Web, mobile and cloud technologies

TM260 Security, ethics and privacy in IT and Computing

TM103 Computer Organization and Architecture

M110 Python Programming

May-2018 to March 2023 (Bacha Khan University, Charsadda, KPK, Pakistan)

Ø  Assistant Professor.

Ø  Member of Graduate Studies Committee.

Ø  Member of Board of Studies.

Ø  Focal person Pakistan Qualification Register Higher Education Commission Pakistan (PQR-HEC.

Ø  Focal Person National Grassroots Innovative Research Initiative (NGIRI.

Ø  Member Program Self-Assessment.

RESPONSIBILITIES                                                                         

Teaching Advanced analysis of algorithms, management information system, Data Mining to Bachelor and Master Program. Supervising and counselling master’s student research. 

As Member of Graduate Study Committee member, I am responsible for evaluation of student research, supervisory committee assignment, evaluating the curriculum requirements.

As a Member of Board of Studies, I am responsible for revising, developing, updating curriculum as BS, Master and MS level. During this time, I have developed two new programs (BS Data Science, and BS Artificial intelligence). I have also developed the curriculum for PhD Computer Science.

As a Focal Person PQR, I am responsible for communication with the Higher Education Commission of Pakistan related to the degrees offered by our university. I am ensuring the requirement of the degree, nomenclature of the degrees, and facilitating the verification and attestation process of the degrees.

As a Focal Person NGIRI, I am motivating the students for innovative ideas, product development and encouraging them to participate in national competitions. Recently, four teams from our university participated in a national competition.

As a Program Member for program self-assessment, I am responsible for assessing the MS Computer Science Program on a periodic basis. The assessment enables us to find the strong and weak points of the program.

Aug- 2017 to Apr-2018 (Preston University, Kohat, Pakistan)

Ø  Assistant Professor / Chairperson Dept. of CS.

RESPONSIBILITIES                                                                         

As Chairman of the Department, responsible for all academic activities, course, curriculum management, workload distribution, overall observation, teacher evaluations, examination department coordination.

Teaching Various subject at BS(CS) i.e. Analysis of algorithms, Compiler Construction, Programing concepts using JAVA, Data Structure and algorithms

Feb-2013 to July 2017 (Universiti Teknologi Malaysia, Malaysia)

Ø  Research Associate.

Working on different research projects, including

Ø  Automata based classification to predict the tourist intentions for revisiting a place.

Ø  Information loss minimization in associative classification.

Ø  Automata based classification.

July 2009 – Nov 2012 (Kardan University, Afghanistan)

Ø  ASSISTANT PROFESSOR/ Head of CS Department.

Ø  RESEARCH ASSOCIATE IN CENTER FOR RESEARCH AND PUBLIC POLICY.

Ø  MEMBER OF ACADEMIC COUNCIL.

RESPONSIBILITIES                                                                         

As Head of Department, responsible for all academic activities, course, curriculum management, workload distribution, overall observation, teacher evaluations, examination department coordination.

Teaching Various subjects at BS (CS) i.e. Data Mining, Data Ware Housing, Database Systems, Data Structure and algorithms, Object Oriented Programming, Programming Concepts, Analysis of Algorithms, Distributed Databases, etc.

As a research associate, responsible for reviewing the ongoing research activities, mostly related to demanding public sector problems, social, economic, and technological activities. Provides guideline to outgoing students about the concrete technological field of success, improvement and stability of the country.

As a member of the academic council, responsible for curricula designing, course outline revision and close coordination with other faculties for the same task.

September 2006 – June 2009 (IBMS/CS, Agricultural University Peshawar)

Ø  Lecture/Assistant In-charge CS department

Ø  MEMBER OF QUALITY ASSURANCE CELL

Ø  MEMBER OF BOARD OF STUDIES

As assistant In-Charge, responsible for assisting the Head of CS Department in academic activities, workload distribution, resource management, efficient resource allocation and ensuring the smooth operation of daily educational activities.

As a member of QEC, responsible for, to assure quality education, curricula, syllabus and student / teacher evaluation.

As a member of Board of studies, responsible for quality research, MS student’s research review and Subject Expert.

September 2002- August 2006 (Govt. Postgraduate College of Management Sciences Mardan)

Ø  COMPUTER INSTRUCTOR

Ø  IN-CHARGE COMPUTER LITERACY PROGRAM

As an Instructor, teaching different courses at various level i.e.

M. Com (System Analysis & Design)

B. Com (Hons) - II (E-Commerce)

B Com (Hons) - I (SAD)

Diploma in I.T (Programming Languages)

February 2004 – August 2006 (Ansi Institute of Management Sciences) Mardan

Ø  VISITING LECTURER IN COMPUTER SCIENCE

MBA                                  (Fundamental of E-Business)

                                           (Introduction to IT)

                                           (Computer Application to Business)

MCS                                   Database Systems

B Com.                (Fundamental of Programming in C++)

1. 1.   Advanced neural network-based model for predicting court decisions on child custody, M Abrar, A Salam, F Ullah, M Nadeem, H AlSalman, M Mukred, F Amin, PeerJ Computer Science 10, e2293, 2024

   2.      Extended dipeptide composition framework for accurate identification of anticancer peptides, F Ullah, A Salam, M Nadeem, F Amin, H AlSalman, M Abrar, T Alfakih, Scientific Reports 14 (1), 17381, 2024

   3.      m 5 C-TNKmer: Identification of 5-methylated base Cytosine of Ribonucleic Acid using Supervised Machine Learning Techniques, D Shah, MAU Khan, S Ali, M Abrar, A Khan, M Tahir, Authorea Preprints, 2024

   4.      An effective deep learning-based approach for splice site identification in gene expression, M Ali, D Shah, S Qazi, IA Khan, M Abrar, S Zahir, Science Progress 107 (3), 00368504241266588, 2024

   5.      DeepSplice: a deep learning approach for accurate prediction of alternative splicing events in the human genome, M Abrar, D Hussain, IA Khan, F Ullah, MA Haq, MA Aleisa, A Alenizi,Frontiers in Genetics 15, 1349546, 2024

   6.      Securing Smart Manufacturing by Integrating Anomaly Detection with Zero-Knowledge Proofs, A Salam, M Abrar, F Amin, F Ullah, IA Khan, BF Alkhamees, H Alsalman, IEEE Access, 2024

   7.      Enhancing the Quality and Authenticity of Synthetic Mammogram Images for Improved Breast Cancer Detection, D Shah, MAU Khan, M Abrar, F Amin, BF Alkhamees, H AlSalman, IEEE Access, 2024

   8.      Optimizing Breast Cancer Detection With an Ensemble Deep Learning Approach, D Shah, MAU Khan, M Abrar, M Tahir, International Journal of Intelligent Systems 2024 (1), 5564649, 2024

   9.      Reliable Breast Cancer Diagnosis with Deep Learning: DCGAN‐Driven Mammogram Synthesis and Validity Assessment, D Shah, MA Ullah Khan, M Abrar,Applied Computational Intelligence and Soft Computing 2024 (1), 1122109, 2024

   10.  Revolutionizing Brain Tumor Segmentation in MRI with Dynamic Fusion of Handcrafted Features and Global Pathway-based Deep Learning, F Ullah, M Nadeem, M Abrar, KSII Transactions on Internet & Information Systems 18 (1), 2024

   11.  Efficient Data Collaboration Using Multi-Party Privacy Preserving Machine Learning Framework, A Salam, M Abrar, F Ullah, IA Khan, F Amin, GS Choi, IEEE Access, 2023

   12.  Evolutionary Model for Brain Cancer-Grading and Classification, F Ullah, M Nadeem, M Abrar, F Amin, A Salam, A Alabrah, H AlSalman, IEEE Access, 2023

   13.  Enhancing Brain Tumor Segmentation Accuracy through Scalable Federated Learning with Advanced Data Privacy and Security Measures, F Ullah, M Nadeem, M Abrar, F Amin, A Salam, S Khan, Mathematics 11 (19), 4189, 2023

   14.  Brain Tumor Segmentation from MRI Images Using Handcrafted Convolutional Neural Network, F Ullah, M Nadeem, M Abrar, M Al-Razgan, T Alfakih, F Amin, A Salam, Diagnostics 13 (16), 2650, 2023

   15.  Deep Learning Techniques for Web-Based Attack Detection in Industry 5.0: A Novel Approach, A Salam, F Ullah, F Amin, M Abrar, Technologies 11 (4), 107, 2023

   16.  Brain Tumor Segmentation Using a Patch-Based Convolutional Neural Network: A Big Data Analysis Approach, F Ullah, A Salam, M Abrar, F Amin, Mathematics 11 (7), 1635, 2023

   17.  A Convolutional Neural Network Model for Wheat Crop Disease Prediction, MAK Mahmood Ashraf, Mohammad Abrar, Nauman Qadeer, Abdulrahman A. Alshdadi, Computers, Materials & Continua 75 (2), 3867–3882, 2023

   18.  Deep Learning Techniques for Web-Based Attack Detection in Industry 5.0: A Novel Approach. Technologies 2023, 11, 107, A Salam, F Ullah, F Amin, M Abrar, Data Science and Big Data in Biology, Physical Science and Engineering, 48, 2023

   19.  Smart MobiNet: A Deep Learning Approach for Accurate Skin Cancer Diagnosis, M Suleman, F Ullah, G Aldehim, D Shah, M Abrar, A Irshad, S Ayouni, CMC-COMPUTERS MATERIALS & CONTINUA 77 (3), 3533-3549, 2023

   20.  Machine Health Surveillance System by Using Deep Learning Sparse Autoencoder, F Ullah, A Salam, M Abrar, M Ahmad, F Ullah, A Khan, A Alharbi, 2022

   21.  Ransomware Early Detection Model using API-Calls at Runtime by Random Decision Forests, MIKKAS IZAZ AHMAD KHAN, FAIZAN ULLAH, MOHAMMAD ABRAR, SABIR SHAH, FAWAD TAJ, International Review of Basic and Applied Sciences (IRBAS) 10 (April), 349-359, 2022

   22.  Mining predicate rules without minimum support threshold, HI Ahmad, ATH Sim, R Ibrahim, SMA Shah, M Abrar, A Gul, Kuwait Journal of Science 48 (4), 2021

   23.  Deep GRU-CNN model for COVID-19 detection from chest X-rays data, PM Shah, F Ullah, D Shah, A Gani, C Maple, Y Wang, M Abrar, SU Islam, Ieee Access 10, 35094-35105, 2021

   24.  Modified decision tree technique for ransomware detection at runtime through API calls, F Ullah, Q Javaid, A Salam, M Ahmad, N Sarwar, D Shah, M Abrar, Scientific Programming 2020 (1), 8845833, 2020

   25.  A review of the usable food delivery apps, HUR Rahman, M Ashraf, M Abrar, A Mehmood

   26.  International Journal of Engineering Research & Technology (IJERT) 8 (12), 85-91, 2019

   27.  Associative Classification using Automata with Structure based Merging, M Abrar, ATH Sim, S Abbas, International Journal of Advanced Computer Science and Applications 10 (7), 2019

   28.  Comparative Analysis of Mobile Phone Usability for Younger and Older Adults, FZ Mahmood Ashraf, Sehrish Majeed, Thabit Sabbah, Mohammad Abrar, Indian Journal of Science and Technology 11 (23), 1-6, 2018

   29.  Physicality and Usability Guidelines to Overcome the Interaction Complexities, TS Mahmood Ashraf, Rabia Shakir, Mohammad Abrar*, Muhammad Tahir, Indian Journal of Science and Technology 11 (23), 1-22, 2018

   30.  Effects of Pruning on Accuracy in Associative Classification, M Abrar, ATH Sim, Journal of Informatics and Mathematical Sciences 9 (4), 2017

   31.  CDBFIP: Common database forensic investigation processes for Internet of Things, A Al-Dhaqm, S Razak, SH Othman, KKR Choo, WB Glisson, A Ali, M Abrar, IEEE Access 5, 24401-24416, 2017

   32.  INFORMATION LOSS MINIMIZATION USING AUTOMATA BASED ASSOCIATIVE CLASSIFICATION, M Abrar, ATH Sim, HJ Mei, Journal of Theoretical and Applied Information Technology 88 (1), 89-99, 2016

   33.  Automata Bases Associative Classification (AAC) for Data Mining, M Abrar, ATH Sim, JM Hee

   34.  Proceedings of 2016 6th International Workshop on Computer Science , 2016

   35.  WEATHER PREDICTION USING CLASSIFICATION, M Abrar, ATH Sim, D Shah, S Khusro

   36.  Science International 26 (5), 2217, 2014

   37.  Blocking of Malicious Websites and Performance Evaluation of a Gateway, SIU Shujaat Ali, Muhammad Abrar, Abdusalam, Science Series Data Report (SSDR) 4 (8), 2-22, 2012

   38.  Comparing Adaptive Medium Access Control Protocol with Sensor Medium Access Control Protocol for Wireless Sensor Networks, M Abrar, M Amin, 2011

   39.  Comparison of OLSR & DYMO Routing Protocols on the Basis of Different Performance Metrics in Mobile Ad-Hoc Networks, SR Muhammad Amin, Muhammad Abrar, Abdusalam, American Journal of Scientific Research, 34-47, 2011

   40.  Comparing Adaptive Medium Access Control Protocol with Sensor Medium Access Control for Wireless Sensor Network, MA Abdusalam, Muhammad Abrar, American Journal of Scientific Research (AJSR), 47-59, 2011

   41.  Seasonal to Inter-annual Climate Prediction Using Data Mining KNN Technique, Z Jan, M Abrar, S Bashir, AM Mirza, Wireless Networks, Information Processing and Systems, 40-51,