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

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Conference paper
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
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
2017
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
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
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

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

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

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

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

12 Citations (Scopus)
12 Downloads (Pure)

Tweets Beget Propinquity: Detecting Highly Interactive Communities on Twitter using Tweeting Links

Lim, K. H. & Datta, A., 2012, Proceedings of the 2012 IEEE/WIC/ACM International Conference on Web Intelligence. Macau, China: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-8

Research output: Chapter in Book/Conference paperConference paper

2011
4 Citations (Scopus)

Real-time computation of advanced rules in OLAP databases

Wittmer, S., Lauer, T. & Datta, A., 2011, Proceeding of the 15th International Conference Advances in Databases and Information Systems, ADBIS 2011. Germany: Springer, Vol. 6909. p. 139-152

Research output: Chapter in Book/Conference paperConference paper

2010
1 Citation (Scopus)

A Review of Redundancy Elimination Protocols for Wireless Sensor Networks

Pazand, B., Datta, A. & Cardell-Oliver, R., 2010, COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2010, PT 3, PROCEEDINGS. Taniar, D., Gervasi, O., Murgante, B., Pardede, E. & Apduhan, BO. (eds.). Fukuoka, JAPAN ed. BERLIN, GERMANY: Springer, Vol. 6018. p. 336-351

Research output: Chapter in Book/Conference paperConference paper

2009
6 Citations (Scopus)

Performance Improvement with Haptic Assistance: A Quantitative Assessment

Gunn, C., Muller, W. & Datta, A., 2009, Third Joint Eurohaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems. Jones, L. (ed.). Salt Lake City, UT, USA ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 511-516

Research output: Chapter in Book/Conference paperConference paper

2007

A Fault-Tolerant Node Scheduling Scheme to Extend the Lifetime of Wireless Sensor Networks

Pazand, B., Datta, A. & Cardell-Oliver, R., 2007, Proceedings of the 5th International Conference on Embedded Networked Sensor Systems. Sanjay, JHA. (ed.). Sydney, Australia ed. New York: Association for Computing Machinery (ACM), Vol. 1. p. 423-424

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

A new output-sensitive algorithm to detect and resolve conflicts in internet router tables

Maindorfer, C., Mohamed, K. A., Ottman, T. & Datta, A., 2007, Proceedings of INFOCOM 2007. Ramasubramanian, S. (ed.). Anchorage ed. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 2431-2435

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

A study of long distance traffic using the AODV protocol in a vehicular ad hoc network

Pomplun, R. & Datta, A., 2007, 1st IEEE WiVEC. Goo, S. K. (ed.). Baltimore ed. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 2154-2158

Research output: Chapter in Book/Conference paperConference paper

9 Citations (Scopus)

Projective Transformations for Image Transition Animations

Wong, T. Y., Kovesi, P. & Datta, A., 2007, Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 07). Cucchiara, R. (ed.). Modena, Italy ed. Washington, DC, U.S.A.: IEEE, Institute of Electrical and Electronics Engineers, Vol. 0. p. 493-500

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Simplified Shadow Volumes Using Silhouette Level of Details

Strauss, J. & Datta, A., 2007, Fifth International Conference on Computational Science and Applications. Gavrilova, M. & Gervasi, O. (eds.). Kuala Lumpur ed. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 524-531

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Visibility map for global illumination in point clouds

Goradia, R., Kanakanti, A., Chandrau, S. & Datta, A., 2007, Graphite 2007. Rohl, A. (ed.). Perth, Australia ed. U.S.A.: Association for Computing Machinery (ACM), Vol. 1. p. 39-46

Research output: Chapter in Book/Conference paperConference paper

2006
1 Citation (Scopus)

A Novel Systematic Resource Transfer Method for Wireless Sensor Networks

Louis Lee, W., Datta, A. & Cardell-Oliver, R., 2006, IEEE 2006 Global Telecommunications Conference Communications: A Global Bridge. Kero, T. (ed.). San Francisco ed. New Jersey: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 6 pp

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)

A TDMA-based MAC protocol for Industrial Wireless Sensor Network Applications using Link State Dependent Scheduling

Phua, C. T. V., Datta, A. & Cardell-Oliver, R., 2006, IEEE 2006 Global Telecommunications Conference Communications: A Global Bridge. Kero, T. (ed.). San Francisco ed. New Jersey: IEEE, Institute of Electrical and Electronics Engineers, Vol. CD. p. 6 pp

Research output: Chapter in Book/Conference paperConference paper

27 Citations (Scopus)

FlexiMAC: A flexible TDMA-based MAC protocol for fault-tolerant and energy efficient wireless sensor networks

Louis Lee, W., Datta, A. & Cardell-Oliver, R., 2006, Proceedings 2006 IEEE Conference on Networks (ICON 2006) Networking-Challenges and Frontiers. Singapore ed. New Jersey: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2. p. 337-342

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Generic object recognition using a combination of ICA and shape cues

Kalra, M., Das, S. & Datta, A., 2006, Proceedings of the IEEE International Conference on Video and Signal Based Surveillance 2006. Regazzoni, C. & Pavlidis, I. (eds.). Sydney, Australia ed. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 6 pp

Research output: Chapter in Book/Conference paperConference paper

2005

Particle Positioning System for Ad-hoc Wireless Networks

Filipovic, A., Datta, A. & Mcdonald, C., 2005, Proceedings of 13th IEEE International Conference on Networks. Ali, B. M. (ed.). Kuala Lumpur, Malaysia ed. New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2. p. 1051-1056

Research output: Chapter in Book/Conference paperConference paper

Reliable Link Reversal Routing for Ad-hoc Networks

Pirzada, A., Mcdonald, C. & Datta, A., 2005, Proceedings of IEEE International Conference on Networks. Kuala Lumpur,MY ed. Kuala Lumpur: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 234-239

Research output: Chapter in Book/Conference paperConference paper

28 Citations (Scopus)

Secure Routing with the AODV Protocol

Pirzada, A., Mcdonald, C. & Datta, A., 2005, 2005 Asia Pacific Conference on Comms. Nordholm, S. & Chung, K-S. (eds.). Perth,Aust ed. Perth,Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 57-61

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Towards Quantitative Measures of Image Morphing Quality

Wong, T. Y., Kovesi, P. & Datta, A., 2005, Proceedings of DICTA 2005. Lovell, B. C., Maeder, A. J., Ourselin, S. & Caelli, T. (eds.). Cairns, Qld ed. Electronic: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. CD

Research output: Chapter in Book/Conference paperConference paper

2004
12 Citations (Scopus)

Animating Real-time Realistic Movements in Small Plants

Datta, A. & Wong, J., 2004, Graphite 2004. Spencer, S. N. & Washington, T. U. O. (eds.). Singapore ed. Singapore: Association for Computing Machinery (ACM), Vol. 1. p. 182-189

Research output: Chapter in Book/Conference paperConference paper

HDDV: Hierarchial Dynamic Dimensional Visualization for Multidimentional Data

Datta, A., Owens, R. & Techapichetvanich, K., 2004, Proceedings of the IASTED International Conference on Databases and Applications. Hamza, M. H. (ed.). Innsbruck, Austria ed. Anaheim: ACTA Press, Vol. CD. p. 157-162

Research output: Chapter in Book/Conference paperConference paper

Propagating Trust in Ad-hoc Networks for Reliable Routing

Datta, A., Mcdonald, C. & Pirzada, A., 2004, Proceedings of the International Workshop on Wireless Ad-hoc Networks. Oppermann, I. (ed.). Oulu, Finland ed. Oulu, Finland: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. CD

Research output: Chapter in Book/Conference paperConference paper

42 Citations (Scopus)

Trust Based Routing for Ad-Hoc Wireless Networks

Datta, A., Mcdonald, C. & Pirzada, A., 2004, Proceedings of the IEEE International Conference on Networks (ICON' 04). Singapore ed. Piscataway, N.J. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 326-330

Research output: Chapter in Book/Conference paperConference paper

Trusted Route Discovery with AODV Protocol

Datta, A., Mcdonald, C. & Pirzada, A., 2004, Proceedings of the International Conference on Wireless Networks. Arabnia, H. R., Laurence, T. W. & Yeh, C-H. (eds.). Las Vegas Nevada USA ed. USA: CSREA Press, Vol. 1. p. 129-135

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

Trusted Routing in Ad-hoc Networks using Pheromone Trails

Datta, A., Mcdonald, C. & Pirzada, A., 2004, Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2004). Greenwood, G. (ed.). Portland OR, USA ed. Piscataway, N.J. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 0-7803-8515-2

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Trustworthy Routing with the AODV Protocol

Datta, A., Mcdonald, C. & Pirzada, A., 2004, Proceedings of the 2004 International Networking and Communication Conference. Baqai, S. M. & Bratti, I. A. (eds.). Lahore, Pakistan ed. Piscataway, N.J. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 19-24

Research output: Chapter in Book/Conference paperConference paper

Trustworthy Routing with the ToraProtocol

Datta, A., Mcdonald, C. & Pirzada, A., 2004, Proceedings of the AusCert Asia Pacific Information Technology Security Conference. Mohay, G., Clark, A. & Kerr, K. (eds.). Gold Coast, Australia ed. Brisbane, Qld.: AusCert (self), Vol. 1. p. 23-27

Research output: Chapter in Book/Conference paperConference paper

2003
1 Citation (Scopus)

A simple and energy-efficient routing protocol for radio networks

Datta, A. & Subbiah, S., 2003, Proceedings of the 2003 ACM Symposium on Applied Computing. Melbourne, Florida, U.S.A. ed. New York: Association for Computing Machinery (ACM), Vol. N/A. p. 1014-1018

Research output: Chapter in Book/Conference paperConference paper

12 Citations (Scopus)

Fault-tolerant and Energy-efficient permutation routing protocol for wireless networks

Datta, A., 2003, Proceedings of the 2003 International Parallel and Distributed Processing Symposium (IPDPS). Dongarra, J. (ed.). Nice, France ed. Los Alamitos, U.S.A.: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. http://ieeexplore.ieee.org/iel5/8608/27277/01213175.pdf?tp=&arnumber=1213175&isnumber=27277

Research output: Chapter in Book/Conference paperConference paper