Bioinformatics
Proteomics
Nature-inspired algorithms
Gene expression data
Artificial Intelligence & Machine Learning
BigData
Human Computer Interaction
Emotion detection
Impact of technology on autistic children
Secuirity
Intrusion detection
Fraud detection
Predicting vaccine eligibility by providing scores from protein sequence (FASTA).
Impact of emotional state on cell phone usage pattern.
Working on a project aiming to enhance communication capability of ASD affected children in collaboration with alumni and student of the department.
Gene selection for cancer classification using Artificial Bee Colony algorithm (As a part of M.Sc.Engg. thesis work supervised by Dr. M. Kaykobad)
The study presented a modified Artificial Bee Colony Algorithm which aims to select minimum number of genes that are deemed to be significant for cancer along with improvement of predictive accuracy by analyzing gene expression data.
Outcome:
Journal Publication:
Johra Muhammad Moosa, Rameen Shakur, Mohammad Kaykobad, and Mohammad S. Rahman, “Gene selection for cancer classification with the help of bees”, BMC Medical Genomics, Vol. 9, No. S2. (10 August 2016), doi:10.1186/s12920-016-0204-7
Computing a Longest Common Subsequence that is Almost Increasing on Sequences Having No Repeated Elements (As a part of of B.Sc.Engg. thesis work supervised by Dr. M. Sohel Rahman)
The study presented a novel problem of Stringology with significant application in Bioinformatics
Outcome:
Journal Publication:
Johra Muhammad Moosa, M. Sohel Rahman, and Fatema Tuz Zohora, "Computing a Longest Common Subsequence that is Almost Increasing on Sequences Having No Repeated Elements", Journal of Discrete Algorithms, Elsevier, Volume 20:12–20, 2013
Metaheuristics approach to solve the problem of Sorting Unsigned Permutation by Reversal (As a part of M.Sc.Engg. course CSE 6705, supervised by Dr. M. Sohel Rahman)
Group Assignment Paper for CSE 6705 MSc Course
We have designed a modified version of the basic Scatter Search algorithm to solve this problem under the supervision of Dr. M. Sohel Rahman. Experimental results show that the proposed method outperforms previous works for short permutations.
Not so Synchronous RPC: RPC with Silent Synchrony Switch for Avoiding Repeated Marshaling of Data (As a part of M.Sc.Engg. course CSE 6801, supervised by Dr. Md Yusuf Sarwar Uddin)
For the first time, we prevent the repeated marshalling in Remote Procedure Call (RPC) by introducing a behavioral pattern that we refer to as usually synchronous, but conditionally asynchronous RPC (CA-RPC). Our pattern is suitable for cases where RPC calls involve larger data objects, say pictures, which make data marshalling to have significant overhead over low rate data connections. Our results show that CA-RPC has better performance than traditional RPC in those environments.
Outcome:
Conference Publication:
Fatema Tuz Zohora, Md. Yusuf Sarwar Uddin, and Johra Muhammad Moosa, "Not so Synchronous RPC: RPC with Silent Synchrony Switch for Avoiding Repeated Marshalling of Data", Distributed Computing and Networking. Springer Berlin Heidelberg, 2014. 544-549. (In Proceedings of International Conference on Distributed Computing and Networking (ICDCN) 2014, Coimbatore, India)
Training ASD affected children the concept and usage of money through computer-assisted solution
Outcome:
Conference Publication:
Arshia Zernab Hassan, Bushra Tasnim Zahed, Fatema Tuz Zohora, Johra Muhammad Moosa, Tasmiha Salam, Md. Mustafzur Rahman, Hasan Shahid Ferdous, Syed Ishtiaque Ahmed, “Developing the Concept of Money by Interactive Computer Games for Autistic Children", Multimedia (ISM), 2011 IEEE International Symposium on , vol., no., pp.559-564, 5-7 Dec. 2011. doi: 10.1109/ISM.2011.99
Mining Social Stream. Group report for CSE 6506 Course
Indexing Moving Objects (Survey on context-aware anomaly detection in indoor location traces). Group report for CSE 6602 Course
A project concerned with computational aspects of minimizing the total setup time of a radiotherapy treatment using Multileaf Collimator (MLC).
AlEDA (Algorithm Engineering, Development, and Analysis) Group
Human Technology Interaction (HTI) Researh Group