General Information
INSTITUTIONAL INFORMATION
Contact
- m.u.ahamed@wiut.uz
- Office Phone Number
- +998
- Linkedln
- https://www.linkedin.com/in/mohamed-uvaze-ahamed-ayoobkhan-423423a6/
- ORCID
- https://orcid.org/0000-0001-9120-4516
- Google Scholar
- https://scholar.google.com/citations?user=qKsJdzwAAAAJ&hl=en&authuser=1
- Research Gate
- https://www.researchgate.net/profile/Mohamed-Uvaze-Ahamed-Ayoobkhan-2
Education Information
Education Information
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2006 - 2010 Bachelor of Engineering (Computer Science)
Anna University, Chennai, India
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2010 - 2012 Master of Engineering (Computer Science)
Anna University, Chennai, India
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2014 - 2018 Doctor of Philosophy (Information Technology)
Multimedia University, Cyberjaya, Malaysia Best PhD Thesis 2018 Award
Dissertation
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2011 - 2012 Master's Dissertation Title - "BONE Age Assessment System Based on Hand Radiography"
Description: My project automatically analyze the growth of the bones in the hand radiograph of various age group of scanned x-ray image from the data-base in the training phase and in the testing phase calculate the BONE age for the particular patients X-ray image as a test radiograph. Advantages: My project can calculate the BONE age for the person radiograph, with this BONE age if there is a deviation in the chronological age then the person may advise to take the medicine with the doctor’s advice for either growth / retardation of growth hormones
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2014 - 2018 PhD Dissertation Title - "Image Compression and Retrieval using Prediction and Wavelet - based Techniques"
My PhD research project focuses on the image retrieval in a compressed domain. A new content-based image retrieval technique using prediction error concept called CBIR-PE system has been developed. The proposed system makes use of a new clustering scheme employing wavelet based contourlet transform and fuzzy c-means clustering for improving the performance of the system. A multilayer neural network predictor has been employed for predicting the pixel values using the neighboring pixels. The proposed method has the advantages of using lower bandwidth for image transmission and reduced storage space for image storage since only the error values instead of the actual pixel values are used for transmission and storage. In addition, it also has the advantage of data security since the original images cannot be reconstructed without the predictor parameters. Experimental results with medical and other image databases have confirmed the superiority of the proposed method over the other existing methods. (Won Best PhD Thesis Award 2018, Faculty of Computing and Informatics, Multimedia University, Malaysia)
Research Areas
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Computer Vision - Image Compression, Retrieval and Indexing, Medical Imaging, Segmentation
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Machine Learning - Clustering, Representation Learning, Deep and Shallow Neural Networks
Professional Experience
ACADEMIC TITLES
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2012 - 2014 Assistant Professor
1. Teaching and supervising undergraduate and graduate students. 2. Providing demonstrations and supervising experiments and investigations. 3. Answering questions in class or via email or telephone. 4. Providing Professors and Department Heads with feedback on student progress. 5. Writing proposals to secure funding for research. 6. Attending faculty and departmental meetings and voicing concerns or providing suggestions for improvement
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2014 - 2018 Graduate Research Assistant
1. Work closely with the Principal Investigator and lab members research projects. 2. To participate in the design, administration and monitoring the research experiments. 3. Conduct literature reviews and analyze data 4. Provide ready access to all experimental data for the faculty researcher and/or supervisor 5. Supervise undergraduate and postgraduate students working on the research project under Supervisor. 6. Attend project meetings, area seminars and other meetings as necessary
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2018 - 2018 Assistant Professor
1. Teaching and supervising undergraduate and graduate students. 2. Assisting with various departmental duties and providing academic support to Professors and other staff. 3. Conducting research and publishing papers in academic journals. 4. Representing the university at conferences and delivering presentations when necessary. 5. Answering questions in class or via email or telephone. 6. Recruiting, training, and mentoring new TAs and other junior staff. Conducting research and publishing papers in academic journals. 7. Representing the university at conferences and delivering presentations when necessary.
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2018 - 2021 Assistant Professor and Head of IT Department
1.To lead, manage and develop the department to ensure it achieves the highest possible standards of excellence in all its activities. 2.To manage and motivate all departmental staff, to enable the students to receive skilled education in the subject, in a positive, encouraging and effective working environment 3.To ensure the development of the Curriculum to keep up to date with relevant changes and to encourage a wide range of activities to learn the subject with practical skill. 4.Oversee the teaching performance and research activities all faculty of the department. 5. Carry out any other function as assigned by the President of the University.
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2021 - Senior Lecturer
1. Teaching and supervising undergraduate and graduate students. 2. Assisting with various departmental duties and providing academic support to Professors and other staff. 3. Conducting research and publishing papers in academic journals. Representing the university at conferences and delivering presentations when necessary.
MANAGERIAL EXPERIENCE
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2018 - 2020 Head of Information Technology Department
1. To lead, manage and develop the department to ensure it achieves the highest possible standards of excellence in all its activities. 2. To manage and motivate all departmental staff, to enable the students to receive skilled education in the subject, in a positive, encouraging and effective working environment 3. To ensure the development of the Curriculum to keep up to date with relevant changes and to encourage a wide range of activities to learn the subject with practical skill. 4. Oversee the teaching performance and research activities all faculty of the department. 5. Carry out any other function as assigned by the President of the University.
Publications & Works
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Prediction-based Lossless Image Compression
Refereed congress / Symposium Publications in Proceedings -
Lossy image compression based on prediction error and vector quantisation
Articles published in International Journals -
Feed-forward neural network-based predictive image coding for medical image compression
Articles published in International Journals -
CBIR System Based On Prediction Errors
Articles published in International Journals -
An Efficient Lion Optimization Based Cluster Formation and Energy Management in WSN Based IoT
Books & Book Chapters -
An Automated Grading System for Diabetic Retinopathy using Curvelet Transform and Hierarchical Classification
Articles published in International Journals -
Some investigation on DDOS attack models in mobile networks
Articles published in International Journals -
Lossy Image Compression based on Vector Quantization using Artificial Bee Colony and Genetic Algorithms
Articles published in International Journals -
Hybrid Method for Moving Object Exploration in Video Surveillance
Refereed congress / Symposium Publications in Proceedings -
Biometric Security and Performance Metrics: FAR, FER, CER, FRR
Refereed congress / Symposium Publications in Proceedings -
Predictive medical image compression using neural networks with gravitational search and particle swarm algorithms
Refereed congress / Symposium Publications in Proceedings -
Implying Fuzzy Set for Computing Agricultural Vulnerability
Books & Book Chapters -
A study on the role of natural language processing in the healthcare sector
Refereed congress / Symposium Publications in Proceedings -
Smart Connected Digital Products and IoT Platform With the Digital Twin
Books & Book Chapters -
Analysis of Surface Quality Measurement With Classification Approach
Refereed congress / Symposium Publications in Proceedings -
Earth Voltage Monitoring and Alert System for Indian ATM System
Refereed congress / Symposium Publications in Proceedings -
Dynamic Time Tracking and Task Monitoring Agent Service
Refereed congress / Symposium Publications in Proceedings -
Predicting Students’ Academic Drop Out and Failures Using Data Mining Techniques
Articles published in International Journals -
An Improved Novel ANN Model for Detection Of DDoS Attacks On Networks
Articles published in International Journals -
Nature Inspired Evolutionary Algorithm (ACO) for Efficient Detection of DDoS Attacks on Networks
Articles published in International Journals -
Evaluation and Customized Support of Dynamic Query form through web search
Articles published in International Journals -
A novel Shape Feature Extraction Technique for Content-Based Image Retrieval (CBIR) Systems
Articles published in International Journals -
On the Effectiveness of Deep Transfer Learning for Bangladeshi Meat Based Curry Image Classification
Refereed congress / Symposium Publications in Proceedings -
Fine-Tuned Convolutional Neural Networks for Bangladeshi Vehicle Classification
Refereed congress / Symposium Publications in Proceedings -
Deep learning model for deep fake face recognition and detection
Articles published in International Journals -
Novel DoS Attack Detection Based on Trust Mode Authentication for IoT
Articles published in International Journals
Projects & Grant proposals
Supported Projects
Grant proposals
Scientific Activities
Activities in Scientific Journals
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2020 Journal Guest Editor
"The Open Bioinformatics Journal” [ISSN: 1875-0362 ― Volume 13, 2020]
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2019 Journal Guest Editor
“Advanced Science, Engineering and Medicine” [ISSN: 2164-6627 (print); EISSN: 2164-6635 (online)]
Scientific Consultation
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2017 Resource Person
Resource person for ISTE Sponsored International Seminar in "Deep Learning versus Conventional Neural Network in Image processing" on 05th January 2017 at the Department of Electronics and Communication Engineering , SNS College of Technology, Coimbatore, India.
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2017 Guest Lecture
Guest Lecture on “Making Machine Understand Beauty of Pictures” on 14th July 2017 at Department of ECE, Kalasalingam University, Krishnankoil, India.
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2018 Keynote Speaker
Invited as Keynote speaker for International Conference on Emerging Trends in Engineering and Technology (ICETET’2018) on the topic “Shallow approach on Deep Learning” on 28th March 2018 at the CAPE Institute of Technology, Kanyakumari, India.
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2018 Resource Person
Invited as Resource person for the Faculty Development Program in “Current trends in Artificial Intelligence” on 26th and 28th June 2018 at Hotel Nandhana, Kammanahalli, Bangalore, India
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2019 Chief Guest and Resource Person
Invited as Chief guest and Resource person for: CSI student branch inauguration and workshop in “Angular JS” on 13th March 2019 at Department of CSE, Francis Xavier Engineering College, Tirunelveli, India
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2019 Guest Speaker
Guest Speaker for One day Technical Seminar on "Recognition with Deep Learning – an AI approach" on 20th August 2019 at the Department of Computer Science and Engineering, Jansons Institute of Technology, Coimbatore, India.
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2021 Keynote Speaker
Keynote Speaker for International Conference on Emerging Trends in Signals, Systems & Informatics (ICETSSI 2021) on the topic “Artificial Intelligence for future Healthcare Service” on 27th May 2021 at the Nehru College of Engineering and Research Centre, Pampady, Kerala, India.
Achievements & Reputation
Invited Congress & Symposium Activities
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2021 Journal Reviewer
“Cluster Computing” “Applied Nanoscience” “Wireless Personal Communications” “Pattern Recognition Letters” “Journal of Visual Communication and Image Representation” “International Journal of Biomedical Engineering and Technology” “Journal of Supercomputing” “International Journal of Cloud Computing (IJCC)” “World Review of Science Technology and Sustainable Development” “International Journal of Enterprise Network Management (IJENM)”
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2020 Journal Guest Editor
“The Open Bioinformatics Journal” [ISSN: 1875-0362 ― Volume 13, 2020] [Scopus Indexing]
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2019 Journal Guest Editor
“Advanced Science, Engineering and Medicine” [ISSN: 2164-6627 (print); EISSN: 2164-6635 (online)]
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2019 Director for an International Conference track
Nominated as a Director for an International Conference track on “Artificial Intelligence” conducted by Cihan University-Erbil, Kurdistan Region held in May 2019.
Citations
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2021 Google Scholar Citation
Total Citation: 133 H-index: 7 i10-index: 4
Download CV
- CV - Dr. Mohamed Uvaze Ahamed.pdf
- Download file
