Amitava Datta

Professor, BSc Calcutta, MSc Kanpur, MTech PhD IIT Madras

  • The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth

    Australia

  • 1043 Citations
  • 17 h-Index
19992022
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Research Output 1999 2019

2019
1 Citation (Scopus)

An empirical study on sentiments in Twitter communities

Alduaiji, N. & Datta, A., 7 Feb 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Tong, H., Zhu, F. & Li, Z. (eds.). Singapore: IEEE, Institute of Electrical and Electronics Engineers, p. 1166-1172 7 p. 8637428. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

Research output: Chapter in Book/Conference paperConference paper

Communication
Recommender systems
Data mining
Marketing
Industry

Cancer Genetics and Therapeutics - focus on phytochemicals

Roy, M. & Datta, A., 17 Sep 2019, Singapore: Springer. 250 p. (Cancer Research)

Research output: Book/ReportBook

1 Citation (Scopus)

Community aware personalized hashtag recommendation in social networks

Alsini, A., Datta, A., Huynh, D. Q. & Li, J., 1 Jan 2019, Data Mining - 16th Australasian Conference, AusDM 2018 : Revised Selected Papers. Zhao, Y., Warwick, G., Stirling, D., Li, C-T., Koh, Y. S., Islam, R. & Islam, Z. (eds.). Springer-Verlag Berlin, p. 216-227 12 p. (Communications in Computer and Information Science; vol. 996).

Research output: Chapter in Book/Conference paperConference paper

Personalized Recommendation
Social Networks
Recommendations
Community Detection
Topology

Demo chairs' welcome

Lugmayr, A. & Datta, A., 1 Jan 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. p. 163-164 2 p.

Research output: Contribution to journalEditorial

Detecting and ranking outliers in high-dimensional data

Kaur, A. & Datta, A., Mar 2019, In : International Journal of Advances in Engineering Sciences and Applied Mathematics. 11, 1, p. 75-87 13 p.

Research output: Contribution to journalArticle

Determining parameters for non-linear models of multi-loop free energy change

Ward-Graham, M., Sun, H., Datta, A., Wise, M. J. & Mathews, D., 1 Nov 2019, In : Bioinformatics. 35, 21, p. 4298-4306

Research output: Contribution to journalArticle

Nonlinear Dynamics
Free energy
Nonlinear Model
Free Energy
Linear Models

Exploiting multi-core and many-core parallelism for subspace clustering

Datta, A., Kaur, A., Lauer, T. & Chabbouh, S., 1 Mar 2019, In : International Journal of Applied Mathematics and Computer Science. 29, 1, p. 81-91 11 p.

Research output: Contribution to journalArticle

Open Access
Subspace Clustering
Many-core
Parallelism
Subspace
Graphics Processing Unit

Using deep learning to localize gravitational wave sources

Chatterjee, C., Wen, L., Vinsen, K., Kovalam Lakshmi Narasimha, M. & Datta, A., 26 Nov 2019, In : Physical Review D - Particles, Fields, Gravitation and Cosmology. 100, 10, 17 p., 103025.

Research output: Contribution to journalArticle

gravitational waves
learning
sectors
sky
education
2018

A Faster Algorithm for Maximum Induced Matchings on Circle Graphs

Ward-Graham, M. H., Gozzard, A., Wise, M. J. & Datta, A., Aug 2018, In : Journal of Graph Algorithms and Applications. 22, 2, p. 389-396 8 p.

Research output: Contribution to journalArticle

Open Access
Circle Graph
Induced Matching
Fast Algorithm
Computational chemistry
Bioinformatics
Open Access
Gallbladder Neoplasms
Polymorphism
Computer Simulation
Single Nucleotide Polymorphism
Nucleotides
4 Citations (Scopus)

Converting a network into a small-world network: Fast algorithms for minimizing average path length through link addition

Datta, A., Gozzard, A. M. & Ward-Graham, M. H., Jan 2018, In : Information Sciences. 422, p. 282-289 8 p.

Research output: Contribution to journalArticle

Small-world networks
Small-world Network
Network Algorithms
Path Length
Fast Algorithm
10 Citations (Scopus)

Influence Propagation Model for Clique-Based Community Detection in Social Networks

Alduaiji, N., Datta, A. & Li, J., Jun 2018, In : IEEE Transactions on Computational Social Systems. 5, 2, p. 563-575 13 p.

Research output: Contribution to journalArticle

Communication

Sensing-Based Leak Quantification Techniques in Water Distribution Systems

Shiddiqi, A. M., Cardell-Oliver, R. M. & Datta, A., 2018, Smart Water Grids: A Cyber-Physical Systems Approach. Tsakalides, P., Panousopoulou, A., Tsagkatakis, G. & Montestruque, L. (eds.). Boca Raton, USA: CRC Press, p. 129-147

Research output: Chapter in Book/Conference paperChapter

1 Citation (Scopus)
Power Law
Target
psychology
Model
decision making
2017
3 Citations (Scopus)

Advanced multi-loop algorithms for RNA secondary structure prediction reveal that the simplest model is best

Ward, M., Datta, A., Wise, M. & Matthews, D., 21 Aug 2017, In : Nucleic Acids Research. 45, 14, p. 8541-8550 10 p.

Research output: Contribution to journalArticle

Open Access
RNA
Polymers
Physics

A Maximum Weight Clique Algorithm For Dense Circle Graphs With Many Shared Endpoints

Ward-Graham, M. H., Gozzard, A. M. & Datta, A., 2017, In : Journal of Graph Algorithms and Applications. 21, 4, p. 547-554 8 p.

Research output: Contribution to journalArticle

Open Access
Circle Graph
Clique
Graph in graph theory
Chord or secant line
VLSI Design

Asymptotic properties of restricted naming games

Bhattacherjee, B., Datta, A. & Manna, S. S., 15 Jul 2017, In : Physica A: Statistical Mechanics and its Applications. 478, p. 177-187 11 p.

Research output: Contribution to journalArticle

naming
asymptotic properties
games
Asymptotic Properties
Game
1 Citation (Scopus)

Construction of polynomial-size optical priority queues using linear switches and fiber delay lines

Datta, A., 1 Apr 2017, In : IEEE/ACM Transactions on Networking. 25, 2, p. 974-987 14 p., 7590043.

Research output: Contribution to journalArticle

Electric delay lines
Switches
Polynomials
Fibers
Packet networks

Double transition in a model of oscillating percolation

Kundu, S., Datta, A. & Manna, S., 18 Sep 2017, In : Physical Review E. 96, 3, 7 p., 032126.

Research output: Contribution to journalArticle

transition points
phase shift
Model
Passage Time
Angle
3 Citations (Scopus)

Early time evolution of a localized nonlinear excitation in the β-FPUT chain

Kashyap, R., Westley, A., Datta, A. & Sen, S., 20 Apr 2017, In : International Journal of Modern Physics B. 31, 10, 1742014.

Research output: Contribution to journalArticle

excitation
solitary waves
compressing
phonons
broadband
3 Citations (Scopus)

Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities

Alsini, A., Datta, A., Li, J. & Huynh, D., 2017, Advanced Data Mining and Applications : 13th International Conference, ADMA 2017 Singapore, November 5–6, 2017 Proceedings. Cong, G., Peng, W-C., Zhang, W. E., Li, C. & Sun, A. (eds.). Cham: Springer, p. 119-131 13 p. (Lecture Notes in Artificial Intelligence; vol. 10604).

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

iTopic: Influential Topic Discovery from Information Networks via Keyword Query

Li, J., Liu, C., Chen, L., He, Z., Datta, A. & Xia, F., 2017, Proceedings of the 26th International Conference on World Wide Web. Switzerland: International World Wide Web Conference Committee, p. 231-235 5 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
Demonstrations
Decision making
1 Citation (Scopus)

Parallel subspace clustering using multi-core and many-core architectures

Datta, A., Kaur, A., Lauer, T. & Chabbouh, S., Sep 2017, In : Communications in Computer and Information Science. 767, p. 213-223 12 p.

Research output: Contribution to journalConference article

Clustering algorithms
Processing
Graphics processing unit
2 Citations (Scopus)

Sensor placement strategy for locating leaks using lean graphs

Shiddiqi, A. M., Cardell-Oliver, R. & Datta, A., 21 Apr 2017, Proceedings - 2017 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, CySWATER 2017. Pittsburgh, Pennsylvania: Association for Computing Machinery (ACM), p. 11-14 4 p.

Research output: Chapter in Book/Conference paperConference paper

2016
9 Citations (Scopus)

An interaction-based approach to detecting highly interactive Twitter communities using tweeting links

Lim, K. H. H. & Datta, A., 2016, In : Web Intelligence. 14, 1, p. 1-15 15 p.

Research output: Contribution to journalArticle

Marketing
Information services
Industry
10 Citations (Scopus)

Patient monitoring with Google Glass: A pilot study of a novel monitoring technology

Drake - Brockman, T., Datta, A. & Von Ungern-Sternberg, B. S., 2016, In : Paediatric Anaesthesia. 26, 5, p. 539-546 8 p.

Research output: Contribution to journalArticle

Physiologic Monitoring
Glass
Technology
Equipment and Supplies
Anesthesia
1 Citation (Scopus)

Temporal Interaction Biased Community Detection in Social Networks

Alduaiji, N., Li, J., Datta, A., Lu, X. & Liu, W., 2016, Advanced Data Mining and Applications : 12th International Conference on Advanced Data Mining and Applications. Li, J., Li, X., Wang, S., Li, J. & Sheng, Q. Z. (eds.). Springer International Publishing, Vol. 10086. p. 406-419 14 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Conference paperConference paper

Communication
2015
18 Citations (Scopus)

A novel algorithm for fast and scalable subspace clustering of high-dimensional data

Kaur, A. & Datta, A., 2015, In : Journal of Big Data. 2, 17, p. 1-24

Research output: Contribution to journalArticle

Open Access

Exploration of Cache Line Size for Sawtooth Compressed Row Storage based SpMV Multiplication

Chinthala, R., Datta, A. & Nandy, S. K., 2015, Conferences in Research and Practice in Information Technology Series. Javadi, B. & Kumar, S. (eds.). Australian Computer Society, Vol. 163. p. 93-96

Research output: Chapter in Book/Conference paperConference paper

Data storage equipment
Linear algebra
Data structures
2 Citations (Scopus)

SUBSCALE: Fast and scalable subspace clustering for high dimensional data

Kaur, A. & Datta, A., 2015, Proceedings 2014 IEEE International Conference on Data Mining Workshop (ICDMW). New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 621-628

Research output: Chapter in Book/Conference paperConference paper

Costs
2014

An Interactive Multimedia Development Life Cycle Model Based on a Cognitive Theory of Multimedia Learning

Moradmand, N., Datta, A. & Oakley, G., 2014, EdMedia World Conference on Educational Media and Technology. USA: Association for the Advancement of Computing in Education (AACE), Vol. 2014. p. 746-761

Research output: Chapter in Book/Conference paperConference paper

2013
2 Citations (Scopus)
learning theory
Teaching
mathematics
Education
Digital storage

A novel bipartite graph approach for selection and prioritisation of test cases

Garg, D., Datta, A. & French, T., 2013, In : ACM SIGSOFT Software Engineering Notes. 38, 6, p. 1-6

Research output: Contribution to journalArticle

A Preliminary Study on the Effects of Barnstars on Wikipedia Editing

Lim, K. H., Datta, A. & Wise, M., 2013, The 9th International Symposium on Wikis and Open Collaboration. New York, USA: Association for Computing Machinery (ACM), Vol. N/A. p. 2pp

Research output: Chapter in Book/Conference paperConference paper

A Seed-Centric Community Detection Algorithm based on an Expanding Ring Search

Lim, K. H. & Datta, A., 2013, Proceedings of the The First Australasian Web Conference (AWC 2013). Australia: Australian Computer Society, Vol. 144. p. 21-25

Research output: Chapter in Book/Conference paperConference paper

11 Citations (Scopus)

A topological approach for detecting Twitter communities with common interests

Lim, K. H. & Datta, A., 2013, Ubiquitous Social Media Analysis. Atzmueller, M., Chin, A., Helic, D. & Hotho, A. (eds.). Berlin: Springer, p. 23-43

Research output: Chapter in Book/Conference paperChapter

Marketing
23 Citations (Scopus)

Interest classification of twitter users using Wikipedia

Lim, K. H. & Datta, A., 2013, WikiSym International Symposium on Wikis. New York, USA: Association for Computing Machinery (ACM), Vol. N/A. p. 2pp

Research output: Chapter in Book/Conference paperConference paper

My Maths Story: An application of a computer-assisted framework for teaching mathematics in the lower primary years

Moradmand, N., Datta, A. & Oakley, G., 2013, Proceedings of the Society for Information Technology & Teacher Education International Conference 2013. United States of America: Association for the Advancement of Computing in Education (AACE), Vol. 2013. p. 3299-3307

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Parallel Execution of Prioritized Test Cases for Regression Testing of Web Applications

Garg, D. & Datta, A., 2013, Computer Science 2013: Proceedings of the Thirty-Sixth Australasian Computer Science Conference (ACSC 2013) . Thomas, B. (ed.). Australia: Australian Computer Society, Vol. 135. p. 61-68

Research output: Chapter in Book/Conference paperConference paper

2012

A computer-assisted framework based on a cognitivist learning theory for teaching mathematics in early primary years

Moradmand, N., Datta, A. & Oakley, G., 2012, Proceedings of the Australian Computers in Education Conference. Australia: ECAWA, Vol. 1. p. 1-12

Research output: Chapter in Book/Conference paperConference paper

10 Citations (Scopus)
9 Downloads (Pure)

An in-depth analysis of the effects of IMEP on TORA protocol

Lim, K. H. & Datta, A., 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC). Paris, France: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 3051 - 3056

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)

A Two-Level Prioritization Approach for Regression Testing of Web Applications

Garg, D., Datta, A. & French, T., 2012, Software Engineering Conference (APSEC), 2012 19th Asia-Pacific. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2. p. 150-153

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Empirical evaluation of adapting IEEE 802.15.4 contention windows for maximum performance

Monsalve, A., Cardell-Oliver, R., Datta, A. & Huebner, C., 2012, Personal Indoor and Mobile Radio Communications (PIMRC), 2012 IEEE 23rd International Symposium on. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 260-265

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Enhancing the TORA protocol using network localization and selective node participation

Lim, K. H. & Datta, A., 2012, 2012 IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC). Sydeny, Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1503-1508

Research output: Chapter in Book/Conference paperConference paper

25 Citations (Scopus)

Finding twitter communities with common interests using following links of celebrities

Lim, K. H. & Datta, A., 2012, Proceedings of the 3rd International Workshop on Modeling Social Media. USA: Association for Computing Machinery (ACM), Vol. 1. p. 25-32

Research output: Chapter in Book/Conference paperConference paper

20 Citations (Scopus)

Following the follower: Detecting communities with common interests on Twitter

Lim, K. H. & Datta, A., 2012, Proceedings of the 23rd ACM Conference on Hypertext and Social Media (HT12). New York, USA: Association for Computing Machinery (ACM), Vol. 1. p. 317-318

Research output: Chapter in Book/Conference paperConference paper

6 Citations (Scopus)

Predicting pseudoknotted structures across two RNA sequences

Sperschneider, J., Datta, A. & Wise, M., 2012, In : Bioinformatics. 28, 23, p. 3058-3065

Research output: Contribution to journalArticle

Open Access
15 Citations (Scopus)

Test case prioritization due to database changes in web applications

Garg, D. & Datta, A., 2012, Proceedings - IEEE 5th International Conference on Software Testing, Verification and Validation, ICST 2012. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 726-730

Research output: Chapter in Book/Conference paperConference paper