• Doctor of Philosophy (PhD) in Computer and Information Science

        School of Information Technology and Mathematical Sciences

        University of South Australia, South Australia, Australia 

• Bachelor of Sciene (BSc. Engg.) in Computer Science and Engineering 

        Computer Science and Engineering Discipline 

        Khulna University, Bangladesh

• Collaborative Information Search

• User Behavior Analysis

• Web Query Analysis

• Information Retreival

• Data Mining

Current Research Project/Collaboration

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Supervision

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Sikder, N., Masud, M., Bairagi, A. K., Mohammad Arif, A. S., Nahid, A. A., & Alhumyani, H. A. (2021). Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm  through Analyzing Retinal Images. Symmetry, 13(4), 670.

Sikder, N., Mohammad Arif, A. S., Islam, M. M., & Nahid, A. A. (2021). Induction Motor Bearing Fault Classification Using Extreme Learning Machine Based on Power Features. Arabian Journal for Science and Engineering, 1-17.   https://doi.org/10.1007/s13369-021-05527-5

Uddin, A. H., Mahmud, S. S., & Mohammad Arif, A. S. (2021). A Novel Leaf-Fragment Dataset and Resnet for Small-Scale Image Analysis (accepted), In 4th International Conference on Intelligent Sustainable Systems (ICISS), 26-27 February, SCAD College of Engineering and Technology, Tamil Nadu, India.

Roy, A. R., & Mohammad Arif, A. S. (2020). Recognizing Bangla Handwritten Numerals: A Hybrid Model, In 3rd International Conference on Intelligent Sustainable Systems (ICISS), 3-5 December, pp. 636-643, Thoothukudi, India, doi: 10.1109/ICISS49785.2020.9316117.

Uddin, A. H,. & Mohammad Arif, A. S. (2020). Shallow Dense Network for Effective Image Classification, In International Conference on Advances in Computing and Technology (ICACT), 28 November, University of Kelaniya, Sri Lanka.

Uddin, A. H. , Dam, S. K., & Mohammad Arif, A. S. (2019). Extracting Severe Negative Sentence Pattern from Bangla Data via Long Short-term Memory Neural Network, In 4th International Conference on Electrical Information and Communication Technology (EICT), 20-22 December, Khulna University of Engineering and Technology (KUET), Khulna, Bangladesh.

Sikder, N., Chowdhury, S., Mohammad Arif, A. S., & Nahid, A. (2019). Early Blindness Detection Based on Retinal Images Using Ensemble Learning, In 22nd International Conference on Computer and Information Technology (ICCIT), 18-20 December, SouthEast University, Dhaka, Bangladesh.

Sikder, N., Mohammad Arif, A. S., & Nahid, A. (2019). Heterogeneous Hand Guise Classification Based on Surface Electromyographic Signals Using Multichannel Convolutional Neural Network, In 22nd International Conference on Computer and Information Technology (ICCIT), 18-20 December, SouthEast University, Dhaka, Bangladesh.

Du, J., Mohammad Arif, A., & Hansen, P. (2019). Collaborative Query Reformulation in Tourism Information Search, Online Information Review, Vol. 43 No. 7, pp. 1115-1135. https://doi.org/10.1108/OIR-12-2018-0371

Sikder, N., Chowdhury, M. S., Mohammad Arif, A. S., & Nahid, A. A. (2019). Human Activity Recognition Using Multichannel Convolutional Neural Network, In 2019 5th International Conference on Advances in Electrical Engineering (ICAEE), 26-28 September, Independent University, Dhaka, Bangladesh.

Uddin, A. H. , Bapery, D. & Mohammad Arif, A. S. (2019). Depression Analysis from Social Media Data in Bangla Language using Long Short Term Memory (LSTM) Recurrent Neural Network Technique, In International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), 11-12 July, Rajshahi University, Rajshahi, Bangladesh.

Uddin, A. H. , Bapery, D. & Mohammad Arif, A. S. (2019). Depression Analysis of Bangla Social Media Data using Gated Recurrent Neural Network, In Proceedings of 1st International Conference on Advances in Science, Engineering and Robotics Technology 2019 (ICASERT 2019), 3-5 May, pp 1068-1073, East West University, Dhaka, Bangladesh. 

Mohammad Arif, A. S., &  Du, J. T. (2018). Understanding collaborative tourism information searching to support online travel planning. Online Information Review (OIR). https://doi.org/10.1108/OIR-05-2017-0141 [ERA B; 21/84 in Information Science & Library Science category (Web of Knowledge) – top 25%; IF: 1.534] 

Mohaimin, S. M., Saha, S. K., Khan, A. M., Mohammad Arif, A. S., & Kanagasingam, Y. (2018). Automated method for the detection and segmentation of drusen in colour fundus image for the diagnosis of age-related macular degeneration . IET Image Processing, 12(6), 919–927. doi:10.1049/iet-ipr.2017.0685.

Mohammad Arif, A. S., Du, J. T., & Lee, I. (2015). Understanding tourists' collaborative information retrieval behavior to inform design. Journal of the Association for Information Science and Technology, 66(11), 2285-2303. (Australian ERA Journal Rank A*).

Mohammad Arif, A. S., Du, J. T., & Lee, I. (2014, July). Examining collaborative query reformulation: A case of travel information searching. In Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval (pp. 875-878). ACM. (Australian ERA Rank A; Australian CORE Rank A*).

Mohammad Arif, A. S., & Du, J. T. (2014). Collaboration: The measure of effectiveness of a collaborative information search tool in tourism context. Paper presented at RAILS 10: 2014 Seminar of Research Applications in Information and Library Studies, July 7-9, Canberra, Australia.

Mohammad Arif, A. S., Du, J. T., & Lee, I. (2013). Exploring tourists' collaborative Web search: Implications for system design. In H. Ashman, Q. Z. Sheng, & A. Trotman (eds.), Proceedings of the Australasian Web Conference (AWC2013). January 29 - February 1, 2013, Adelaide, Australia. (pp. 49-58). Sydney: Australian Computer Society Inc.

Mohammad Arif, A. S., Du, J. T., & Lee, I. (2012). Towards a model of collaborative information retrieval in tourism. In Proceedings of the 2012 Information Interaction in Context Symposium (IIiX), pp. 258-261, 21-24 August, Nijmegen, the Netherlands. New York: ACM Press.

Mohammad Arif, A. S., Du, J. T., & Lee, I. (2012). Collaborative information retrieval in tourism: a study of user search behaviour, user interface and information retrieval performance. In Proceedings of the 2012 Information Interaction in Context Symposium (IIiX), pp. 326, 21-24 August, Nijmegen, the Netherlands. New York: ACM Press.

Mohammad Arif, A. S. & Du, J. T. (2012). Tourists' collaborative information retrieval on the Web: An exploratory study. In Proceedings of the 6th China Summer Workshop on Information Management (CSWIM 2012), pp. 106-111, 30 June - 1 July, Beijing, China.

Mohammad Arif, A. S., Du, J. T., & Lee, I. (2012). A collaborative model for tourism information search behaviour. Paper presented at RAILS 8: 2012 Seminar of Research Applications in Information and Library Studies, June 25, Adelaide, Australia.

Du, J.T. & Mohammad Arif, A. S. (2011). Judgment of information quality during information seeking and use in the workplace: A case study of marketing professional. In Proceedings of the 16th International Conference of Information Quality (ICIQ), November 18-20, Adelaide, Australia.

Rajon, S. A. A., Nahid, A. & Mohammad Arif, A. S. (2011). A Generic Framework for Implementing Electronic Commerce in Developing Countries, Journal of Computer and Information Technology (JCIT), ISSN 2078-5828 (PRINT), 2218-5224 (ONLINE),Vol : 01, Isssue : 02, pp 42-53. 

Mohammad Arif, A. S., Yunus, A. M. & Rokibul Hasan, S.M. (2010). A Modularized Approach For Similarity Based Object Retrieval, Journal of Computer and Information Technology (JCIT), ISSN 2078-5828, Vol : 01, Isssue : 01 , pp 59-63.

Mohammad Arif, A. S., Hussain, M. S., Islam, R., Rajon, S. A. A. & Nahid, A. (2010), An Approach for Off-Line Signature Verification System Using Peak and Curve Comparison, Journal of Computer and Information Technology (JCIT), ISSN 2078-5828, Vol :01, Isssue : 01 , pp 24-29.

Chatterjee, A., Mandal, S., Rahaman, G. M. A. & Mohammad Arif, A. S. (2010). Fingerprint Identification and Verification System By Minutiae Extraction Using Artificial Neural Network, Journal of Computer and Information Technology (JCIT), ISSN 2078-5828, Vol :01, Isssue : 01 , pp 12-16.

Nahid, Abdullah, Asif, S. M., Rajon, S. A. A., Mohammad Arif, A. S. & Saha, R. K.. (2009). An Efficient Power Quality (PQ) Disturbance Analysis Using Different Scales of Wavelet Transform, 2nd International Conference on Engineering Education for Sustainable Development, 19-20 December, World University of Bangladesh (WUB), Dhaka, Bangladesh.

Rajon, S. A. A., Nahid, A. & Mohammad Arif, A. S. (2009). Implementation of E-Commerce in Developing Countries: Bangladesh Perspective, In the Proceedings of 12th International Conference on Computer and Information Technology (ICCIT), 21-23 December, Independent University, Bangladesh (IUB), Dhaka, Bangladesh, pp 620-625.

Mohammad Arif, A. S., Mahamud, A. & Islam, R. (2009). An Enhanced Static Data Compression Scheme Of Bengali Short Message, International Journal of Computer Science and Information Security, August, Volume 4, pp 97-103, USA.

Mohammad Arif, A. S., Rahman, M. M. & Mukta, S. Y. (2009). Information Retrieval By Modified Term Weighting Method Using Random Walk Model With Query Term PositionRanking, Proceedings of International Conference On Computer Design And Applications ( ICCDA), 15-17 May, pp 526-530, Singapore.

Mohammad Arif, A. S., Rahaman, G. M. A., Biswas, G. K. & Islam. S. N. (2008). An Efficient System for Recognition of Human Face in Different Expressions by Some Measured Features of the Face Using Laplacian Operator, Proceedings of 11^th International Conference on Computer and Information Technology ( ICCIT ), 25-27 December, pp 405-410, KUET, Khulna, Bangladesh.

Talukder, K. H., Mohammad Arif, A. S., & Molla, M. K. I. (2005). An analysis of the Use of CMC in Synchronized Distance Training for Global Organizations, Asian Journal of Information Technology, pp. 83-87, January 2005.