Dr. Nabeel Mohammed

Assistant Professor

PhD in Computer Science, Monash University, Australia

BSc(Hons) in Computer Science, Monash University, Australia

Office: SAC 917
Phone: +88 02 55668200 Ext – 6202

Biography

Dr. Nabeel Mohammed completed his Bachelors in Computer Science from Monash University Australia. Following that he worked as a Software Developer for Editure Ltd, a Melbourne based Software Firm specializing in providing software solutions for K-12 schools. After three and half years in that role he moved back into academia to complete his PhD at Monash University, Australia, where he worked in the area of unsupervised image feature extraction and its application to content-based image retrieval. His current research interests lie in the area of computer vision and natural language processing, particularly in areas pertaining to their application for the Bangla language.

Research Areas

Research Interests

Computer Vision, Natural Language Processing

Teaching

Selected Publications

Journals
  • Imranul Ashrafi, Muntasir Mohammad, Arani Shawkat Mauree, Galib Md. Azraf Nijhum, Redwanul Karim, Nabeel Mohammed, Sifat Momen, “Banner: A Cost-Sensitive Contextualized Model for Bangla Named Entity Recognition,” IEEE Access, 2020
  • K.M. Faizullah Fuhad, Jannat Ferdousey Tuba, Md. Rabiul Ali Sarker, Sifat Momen, Nabeel Mohammed, Tanzilur Rahman, “Deep Learning Based Automatic Malaria Parasite Detection from Blood Smear and its Smartphone Based Application,” Diagnostics, 2020
  • Matiur Rahman, Nabeel Mohammed, Nafees Mansoor, Sifat Momen, “Chittron: An Automatic Bangla Image Captioning System,” Procedia Computer Science, 2019
  • Mithun Biswas, Gautam Kumar Shom, Rafiqul Islam, Md. Shopon, Nabeel Mohammed, Sifat Momen, Anowarul Abedin, “BanglaLekha-Isolated: A multi-purpose comprehensive dataset of Handwritten Bangla Isolated characters,” Data in Brief, 2017
  • Tasnim Sami, Nabeel Mohammed, Sifat Momen, “Learning “initial feature weights” for CBIR using query augmentation,” International Journal of Multimedia Information Retrieval, 2016
Conference Papers
  • Pias Paul, Moh. Anwar-Ul-Azim Bhuiya, Md. Ayat Ullah, Molla Nazmus Saqib, Nabeel Mohammed, Sifat Momen, “A Modern Approach for Sign Language Interpretation Using Convolutional Neural Network,” Pacific Rim International Conference on Artificial Intelligence , 2019
  • S.M.A. Sharif, Nabeel Mohammed, Nafees Mansoor, Sifat Momen, “A hybrid deep model with HOG features for Bangla handwritten numeral classification,” 9th International Conference on Electrical and Computer Engineering (ICECE-2016, IEEE), 2016
  • Md Shopon, Nabeel Mohammed, Md Anowarul Abedin, “Bangla handwritten digit recognition using autoencoder and deep convolutional neural network,” International Workshop on Computational Intelligence , 2016
  • Asif Hassan, Mohammad Rashedul Amin, Abul Kalam Al Azad, Nabeel Mohammed, “Sentiment analysis on Bangla and Romanized Bangla text using deep recurrent models,” International Workshop on Computational Intelligence, 2016
  • Mithun Biswas, Rafiqul Islam, Gautam Kumar Shom, Nabeel Mohammed, Sifat Momen, Nafees Mansoor, Anowarul Abedin, “Application of image retrieval for aesthetic evaluation and improvement suggestion of isolated Bangla handwritten characters,” IEEE International Conference on Signal and Image Processing Applications (ICSIPA), 2017 , 2017
  • Shimul Hassan, Nabeel Mohammed, Sifat Momen, “Learning from Tagore,” International Workshop on Computational Intelligence (IWCI-2016, IEEE), 2016
Book Chapters
  • S.M.A. Sharif, Nabeel Mohammed, Sifat Momen and Nafees Mansoor, “Classification of Bangla compound characters using a HOG-CNN hybrid model,” Second International Conference on Computing and Communication Systems (I3CS – 2016, Springer), 2016

Research Projects & Grants

  1. “A teaching aid for Bangla Handwriting”, Funded by ICT Division, Ministry of ICT, Bangladesh (2016 – 2017)
  2. “MasterMoshai: An Artificially Intelligent Educational Tool to Automate the Evaluation of a Student’s Understanding on a Bangla Passage”, Funded by ICT Division, Ministry of ICT, Bangladesh (2019 – 2020)