Dr. Mohammed Eunus Ali (ডঃ মোহাম্মদ ইউনুস আলী)

Professor

Research Area:

Database, Data mining and Information Systems
Mobile and Ubiquitous Computing
Machine Learning

Research Interest:

Spatio-temporal databases
Machine learning
Bangla NLP
Data Science

Academic Background:

Ph.D. in Engineering, 2010
Department of Computer Science and Software Engineering
University of Melbourne, Australia

M.Sc. in Computer Science and Engineering, 2002
Bangladesh University of Engineering and Technology

B.Sc. in Computer Science and Engineering, 1999
Bangladesh University of Engineering and Technology

Selected Publications:

Please visit DBLP

Journal Papers:

1.	Das Sarkar Snigdha Sarathi and Shanto Subangkar Karmaker and Rahman Masum and Islam Md Saiful and Rahman Atif Hasan and Masud Mohammad M and Ali Mohammed Eunus, BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data, Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 6, 1--21, 2022.
2.	Md Saiful Islam, Mohammed Eunus Ali, Yong-Bin Kang, Timos Sellis, Farhana M Choudhury, Shamik Roy, Keyword aware influential community search in large attributed graphs, Information Systems, 104, 101914, 2022. [paper link]
3.	Muhammed Mas-ud Hussain, Mir Imtiaz Mostafiz, S. M. Farabi Mahmud, Goce Trajcevski, Mohammed Eunus Ali, Conditional MaxRS Query for Evolving Spatial Data, Frontiers Big Data, 3, 20, 2020.
4.	Samia Nawshin, Md Saddam Hossain Mukta, Mohammed Eunus Ali, A. K. M. Najmul Islam, Modeling Weather-Aware Prediction of User Activities and Future Visits, IEEE Access, 8, 105127--105138, 2020. [paper link]
5.	Chowdhury Rafeed Rahman, Preetom Saha Arko, Mohammed Eunus Ali, Mohammad Ashik Iqbal Khan, Sajid Hasan Apon, Farzana Nowrin, Abu Wasif, Identification and recognition of rice diseases and pests using convolutional neural networks, Biosystems Engineering, 194, 112-120, 2020. [paper link]
6.	Md Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud, Temporal modeling of basic human values from social network usage, J. Assoc. Inf. Sci. Technol., 70(2): 151-163 (2019, 151-163, 2019. [paper link]
7.	N. I. Tripto, M. Nahar, Mohammed Eunus Ali, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis, Top-k trajectories with the best view, GeoInformatica, 17, 2019. [paper link]
8.	Mohammed Eunus Ali, Shadman Saqib Eusuf, Kaysar Abdullah, Farhana M. Choudhury, J. Shane Culpepper, Timos Sellis, The Maximum Trajectory Coverage Query in Spatial Databases, Proc. VLDB Endow., 12, 197--209, 2018. [paper link]
9.	Mohammed Eunus Ali, The Flexible Socio Spatial Group Queries, PVLDB, 12, 99-111, 2018. [paper link]
10.	Chaluka Salgado, Muhammad Aamir Cheema, Mohammed Eunus Ali, Continuous monitoring of range spatial keyword query over moving objects, World Wide Web Journal, 2017. [paper link]
11.	Md Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud, Identifying and validating personality traits-based homophilies for an egocentric network, Social Netw. Analys. Mining 6, 6 (1), 1-16, 2016.
12.	Mohammed Eunus Ali, Egemen Tanin, Peter Scheuermann, Sarana Nutanong, Lars Kulik, Spatial Consensus Queries in a Collaborative Environment, ACM Trans. Spatial Algorithms and Systems, 2, 3, 2016.
13.	Mohammed Eunus Ali, Saif-ul-Islam Khan, Sharowar Md. Shahriar Khan, Md Nasim, Spatio-temporal keyword search for nearest neighbour queries, J. Location Based Services, 9, 113-137, 2015.
14.	Mohammed Eunus Ali, E. Tanin, R. Zhang, R. Kotagiri, Probabilistic Voronoi Diagrams for Probabilistic Moving Nearest Neighbor Queries, the DKE Journal (Impact Factor: 1.852)., 75, 1-33, 2012.
15.	Mohammed Eunus Ali, R. Zhang, E. Tanin, L. Kulik, A Motion-Aware Approach for Efficient Evaluation of Continuous Queries on 3D Object Databases, VLDB Journal. (Impact Factor: 6.8)., 19, 603-632, 2010.
16.	Mohammed Eunus Ali, ISA 2016 workshop report: the Eighth ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness (ISA, ACM SIGSPATIAL Special, 9, 0000.

Conference Papers:

1.	Md. Tareq Mahmood, Mohammed Eunus Ali, Muhammad Aamir Cheema, Syed Md. Mukit Rashid, Timos Sellis, PathOracle - A Deep Learning Based Trip Planner for Daily Commuters, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2022.
2.	Shadman Saqib Eusuf, Kazi Ashik Islam, Mohammed Eunus Ali, Sifat Muhammad Abdullah, Abdus Salam Azad, A Web-Based System for Efficient Contact Tracing Query in a Large Spatio-Temporal Database, SIGSPATIAL '20: Proceedings of the 28th International Conference on Advances in Geographic Information Systems, 473–476, 2020. [paper link]
3.	Shadman Saqib Eusuf and Kazi Ashik Islam and Mohammed Eunus Ali and Sifat Muhammad Abdullah and Abdus Salam Azad, A Web-Based System for Efficient Contact Tracing Query in a Large Spatio-Temporal Database, SIGSPATIAL, 473--476, 2020. [paper link]
4.	Sameera Jayaratna and Timos Sellis and Caslon Chua and Mohammed Eunus Ali, A Unified Approach to Quantitatively Measure the Similarity of Computer Science Units in Australia, FIE, 1--8, 2020. [paper link]
5.	Bushra Hossain and Kazi Abir Adnan and Md. Fazle Rabbi and Mohammed Eunus Ali, Modelling Road Traffic Congestion from Trajectories, Proceedings of the 3rd International Conference on Data Science and Information Technology, 117--122, 2020.
6.	Euna Mehnaz Khan and Md. Saddam Hossain Mukta and Mohammed Eunus Ali and Jalal Mahmud, Predicting Users' Movie Preference and Rating Behavior from Personality and Values, ACM Trans. Interact. Intell. Syst., 10, 22:1--22:25, 2020. [paper link]
7.	Sarkar Snigdha Sarathi Das, Syed Md. Mukit Rashid, Mohammed Eunus Ali, CCCNet: An Attention Based Deep Learning Framework for Categorized Counting of Crowd in Different Body States, International Joint Conference on Neural Networks (IJCNN), 1-8, 2020.
8.	Lingxiao Li and Muhammad Aamir Cheema and Mohammed Eunus Ali and Hua Lu and David Taniar, Continuously Monitoring Alternative Shortest Paths on Road Networks, Proc. VLDB Endow., 13, 2243--2255, 2020.
9.	Mohammed Eunus Ali, Muhammad Aamir Cheema, Tanzima Hashem, The Maximum Visibility Facility Selection Query in Spatial Databases, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 149–158, 2019. [paper link]
10.	Hasan Murad, N. I. Tripto, Mohammed Eunus Ali, Developing a Bangla Currency Recognizer for Visually Impaired People, TENTH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES AND DEVELOPMENT (ICTD ’19), 5 pages, 2019. [paper link]
11.	N. I. Tripto, Mohammed Eunus Ali, Detecting Multilabel Sentiment and Emotions from Bangla YouTube Comments, International Conference on Bangla Speech and Language Processing (ICBSLP), 1-6, 2018. [paper link]
12.	Ashraful Hakim, Tanzima Hashem, Mohammed Eunus Ali, Quantification and Prediction Models for the Impact of POIs on Road Traffic Congestion in Developing Countries, Ninth International Conference on Information and Communication Technologies and Development (ICTD), 9:1-9:11, 2017.
13.	Tanzima Hashem, Mohammed Eunus Ali, Trip Planning and Scheduling Queries in Spatial Databases: A Survey, Big Data Analytics - 5th International Conference (BDA), 164-178, 2017.
14.	S. Ahmad, Rafi Kamal, Mohammed Eunus Ali, Jianzhong Qo, Peter Scheuermann, Egemen Tanin, The Flexible Group Spatial Keyword Query, ADC LNCS, 2017. [paper link]
15.	Tanzima Hashem, Tahrima Hashem, Mohammed Eunus Ali, Lars Kulik, Egemen Tanin, Trip Planning Queries for Subgroups in Spatial Databases, 27th Australasian Database Conference (ADC), 110-122, 2016.
16.	Shamim Hasnath, Mohammed Eunus Ali, M. K. Abdullah, S. M. Farhad, AutoCadroid: An Automated Tool for Building Smartphone Indoor Navigation System, 27th Australasian Database Conference (ADC) 2016, 2016.
17.	C. M. R. Haider, Arif Arman, Mohammed Eunus Ali, Farhana Farhana Murtaza Choudhury, Continuous Maximum Visibility Query for a Moving Target, Australasian Database Conference (ADC), 82--94, 2016.
18.	Md Mahabur Rahman, Md Taskir Hasan Majumdar, Md Saddam Hossain, Mohammed Eunus Ali, Jalal Mahmud, Can we predict eat-out preference of a person from tweets?, WebSci, 350-351, 2016.
19.	Md Rizwan Parvez, Turash Mosharraf, Mohammed Eunus Ali, A Novel Approach to Identify Spatio-Temporal Crime Pattern in Dhaka City, ICTD, 41, 2016.
20.	H. Dev, Mohammed Eunus Ali, Jalal Mahmud, T. Sen, M. Basak, Rajshakhar Paul, A Real-Time Crowd-Powered Testbed for Content Assessment of Potential Social Media Posts, The 7th International Conference on Social Informatics (SocInfo), 2015.
21.	Tanzima Hashem, Sukarna Barua, Mohammed Eunus Ali, Lars Kulik, Egemen Tanin, Efficient Computation of Trips with Friends and Families, 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015.
22.	R. M. Reza, Mohammed Eunus Ali, Tanzima Hashem, "Group Processing of Simultaneous Shortest Path Queries in Road Networks", 16th IEEE International Conference on Mobile Data Management (MDM), 128-133, 2015.
23.	Radi Muhammad Reza, Mohammed Eunus Ali, Tanzima Hashem, Group Processing of Simultaneous Shortest Path Queries in Road Networks, 16th IEEE International Conference on Mobile Data Management (MDM), 128-133, 2015.
24.	Samiha Samrose Mumu, Tanzima Hashem, Sukarna Barua, Mohammed Eunus Ali, Mohammad Hafiz Uddin, Iftekhar Mahmud, Efficient Computation of Group Optimal Sequenced Routes in Road Networks, 16th IEEE International Conference on Mobile Data Management, 2015.
25.	Mohammed Eunus Ali, Shabnam Basera Rishta, Lazima Ansari, Tanzima Hashem, Ahamad Imtiaz Khan, SafeStreet: empowering women against street harassment using a privacy-aware location based application, 7h International Conference on Informatio and Communication Technologies and Development (ICTD), 24:1-24:4, 2015.
26.	Tanzima Hashem, Shudip Datta, Tanzir Ul Islam, Mohammed Eunus Ali, Lars Kulik, Egemen Tanin, A Unified Framework for Authenticating Privacy Preserving Location Based Services, 2nd International {ACM} Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD, 13-18, 2015.
27.	Hasan Al Maruf, Nagib Meshkat, Mohammed Eunus Ali, Jalal Mahmud, Human behaviour in different social medias: A case study of Twitter and Disqus, ASONAM, 270-273, 2015.
28.	Mohammed Eunus Ali, Tanzima Hashem, Anika Anwar, Lars Kulik, Ishrat Ahmed, Egemen Tanin, Protecting mobile users from visual privacy attacks, the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Adjunct, 13-17, 2014.
29.	H. Dev, Mohammed Eunus Ali, Tanmoy Sen, M. Basak, AntiqueData: A Proxy to Maintain Computational Transparency in Cloud, The Third International Workshop on Data Management for Emerging Network Infrastructure (DaMEN), DASFAA-14, 256-267, 2014.
30.	H. Dev, Mohammed Eunus Ali, Tanzima Hashem, User Interaction Based Community Detection in Online Social Networks, 19th International Conference on Database Systems for Advanced Applications (DASFAA), 296-310, 2014.
31.	Tanzima Hashem, Mohammed Eunus Ali, Lars Kulik, Egemen Tanin, Anthony Quattrone, Protecting Privacy for Group Nearest Neighbor Queries with Crowdsourced Data and Computing, the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2013.
32.	Hossain Mahmud, Ashfaq Mahmood Amin, Mohammed Eunus Ali, Tanzima Hashem, Sarana Nutanong, A Group Based Approach for Path Queries in Road Networks, 13th international symposium on spatial and temporal databases (SSTD 2013), 2013.
33.	Tanzima Hashem, Tahrima Hashem, Mohammed Eunus Ali, Lars Kulik, Group Trip Planning Queries in Spatial Databases, 13th international symposium on spatial and temporal databases (SSTD 2013), 2013.
34.	S. Masud, F. M. Choudhury, Mohammed Eunus Ali, S. Nutanong, Maximum Visibility Queries in Spatial Databases, ICDE, 2013.
35.	H. Dev, T. Sen, M. Basak, Mohammed Eunus Ali, An Approach to Protect the Privacy of Cloud Data from Data Mining Based Attacks, 3rd International Workshop on Data Intensive Computing in the Clouds (Datacloud), 2012.
36.	H. Dev, T. Sen, M. Basak, Mohammed Eunus Ali, An Approach to Protect the Privacy of Cloud Data from Data Mining Based Attacks, DataCloud (SC-12), 2012.
37.	S. Nutanong, E. Tanin, Mohammed Eunus Ali, L. Kulik, Local Network Voronoi Diagram, ACM SIGSPATIAL GIS 2010,(Acceptance rate 20%)., 2010.
38.	Mohammed Eunus Ali, R. Zhang, E. Tanin, L. Kulik, A Motion-Aware Approach to Continuous Retrieval of 3D Objects, International Conference of Data Engineering. ICDE 2008, (Acceptance rate 12.1%)., 843-852, 2008.
39.	Mohammed Eunus Ali, E. Tanin, R. Zhang, L. Kulik, Load Balancing for Moving Object Management in a P2P Network, Lecture Notes in Computer Science (LNCS), Database Systems for Advanced Applications, DASFAA 2008, (Acceptance rate 16.6%)., 251-266, 2008.
40.	Mohammed Eunus Ali, K. Mahbub, A. Iqbal, A Framework for Dynamic Composition of Web Services Using Static Look-Up Table, International Conference on Communications in Computing,, 167-176, 2005.
41.	M.M. Haque, I.A. Sadi, Mohammed Eunus Ali, An Agent-based Architecture of a Distributed System for Performance Monitoring, 7th International Conference on Computer and Information Technology (ICCIT),, 2004.
42.	Md. F. Rahman, Mohammed Eunus Ali, M. Z. Rahman, A Pragmatic Framework for Automated Unit Testing, 6th International Conference on Computer and Information Technology (ICCIT), VOL. II, pp 850-855, 2003.
43.	Mohammed Eunus Ali, A. Iqbal, MEAlloy : Multiple Inheritance and Encapsulation with Alloy, 6th International Conference on Computer and Information Technology (ICCIT),, VOL. II, pp 844-849., 2003.