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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Article
2019

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
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
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
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
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

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
2011
33 Citations (Scopus)

Heuristic RNA pseudoknot prediction including intramolecular kissing hairpins

Sperschneider, J., Datta, A. & Wise, M., 2011, In : RNA. 17, 1, p. 27-38

Research output: Contribution to journalArticle

2010
13 Citations (Scopus)

Application of Graphics Processing Units to Search Pipelines for Gravitational waves from Coalescing Binaries of Compact Objects

Chung, S. K., Wen, L., Blair, D., Cannon, K. & Datta, A., 2010, In : Classical and Quantum Gravity. 27, 13, p. Article number 135009, 13pp

Research output: Contribution to journalArticle

2 Citations (Scopus)

A three-Tiered Node Scheduling Scheme for Sparse Sensing in Wireless Sensor Networks

Pazand, B. & Datta, A., 2010, In : Computer Communications. 33, p. 350-364

Research output: Contribution to journalArticle

58 Citations (Scopus)

Dot knot: Pseudoknot prediction using the probability dot plot under a refined energy model

Sperschneider, J. & Datta, A., 2010, In : Nucleic Acids Research. 38, 7, p. e103

Research output: Contribution to journalArticle

Open Access
11 Citations (Scopus)

Heuristic algorithm for finding boundary cycles in location-free low density wireless sensor networks

Sitanayah, L., Datta, A. & Cardell-Oliver, R., 2010, In : Computer Networks. 54, p. 1630-1645

Research output: Contribution to journalArticle

2009
8 Citations (Scopus)
Wireless sensor networks
Scheduling
Global positioning system
Sensor nodes
Sensors
2008
151 Downloads (Pure)
Open Access
File
Time division multiple access
Wireless sensor networks
Network protocols
Industrial applications
Wireless networks
56 Citations (Scopus)
194 Downloads (Pure)
File
Time division multiple access
Energy efficiency
Wireless sensor networks
Network protocols
Network performance
25 Citations (Scopus)

KnotSeeker: Heuristic pseudoknot detection in long RNA sequences

Sperschneider, J. & Datta, A., 2008, In : RNA. 14, p. 630-640

Research output: Contribution to journalArticle

Boidae
RNA
Drug Design
Antiviral Agents
Heuristics
2007

A low-latency fault-tolerant protocol for mobile IP in wireless systems

Phua, C. T. V. & Datta, A., 2007, In : International Journal on Wireless & Optical Communications. 4, 2, p. 93-113

Research output: Contribution to journalArticle

5 Citations (Scopus)

Dependable Dynamic Source Routing without a Trusted Third Party

Pirzada, A. A., Mcdonald, C. & Datta, A., 2007, In : Journal of Research and Practice in Information Technology. 39, 1, p. 19-33

Research output: Contribution to journalArticle

Ad hoc networks
Routing protocols
Network protocols
Topology
Routing

Jigsaw texture synthesis

Tran, M. T. & Datta, A., 2007, In : Lecture Notes in Computer Science. 4569, p. 210-215

Research output: Contribution to journalArticle

1 Citation (Scopus)

Update-Efficient data structures for dynamic IP router tables

Lauer, T., Ottman, T. & Datta, A., 2007, In : International Journal of Foundations of Computer Science. 18, 1, p. 139-161

Research output: Contribution to journalArticle

Routers
Data structures

Variable neighbourhood texture synthesis with patch initialisation

Tran, M. T. & Datta, A., 2007, In : Lecture Notes in Computer Science. 4706, p. 627-638

Research output: Contribution to journalArticle

2006
28 Citations (Scopus)

Incorporating Trust and Reputation in the DSR Protocol for Dependable Routing

Pirzada, A., Datta, A. & Mcdonald, C., 2006, In : Computer Communications. 29, 15, p. 2806-2821

Research output: Contribution to journalArticle

Ad hoc networks
Routing protocols
Network protocols
Communication
11 Citations (Scopus)

Minimum Dominating Sets for Solving the Coverage Problem in Wireless Sensor Networks

Pazand, B. & Datta, A., 2006, In : Lecture Notes in Computer Science. 4239, p. 454-466

Research output: Contribution to journalArticle

Dominating Set
Wireless Sensor Networks
Wireless sensor networks
Coverage
Scheduling
130 Citations (Scopus)

Performance Comparison of Trust-Based Reactive Routing Protocols

Pirzada, A., Mcdonald, C. & Datta, A., 2006, In : IEEE Transactions on Mobile Computing. 5, 6, p. 695-710

Research output: Contribution to journalArticle

Routing protocols
Network protocols
Ad hoc networks
2005
19 Citations (Scopus)

A directional-antenna based MAC protocol for wireless sensor networks

Zhang, S. & Datta, A., 2005, In : Lecture Notes in Computer Science. 3481, p. 686-695

Research output: Contribution to journalArticle

Directional Antenna
MAC Protocol
Wireless Sensor Networks
Wireless sensor networks
Antennas
10 Citations (Scopus)

A fault-tolerant protocol for energy-efficient permutation routing in Wireless networks

Datta, A., 2005, In : IEEE Transactions on Computers. 54, 11, p. 1409-1421

Research output: Contribution to journalArticle

Fault-tolerant
Energy Efficient
Wireless Networks
Wireless networks
Permutation
16 Citations (Scopus)

A new technique for rendering complex portals

Datta, A. & Lowe, N. H., 2005, In : IEEE Transactions on Visualization and Computer Graphics. 11, 1, p. 81-90

Research output: Contribution to journalArticle

Hardware
Geometry
Chemical analysis
3 Citations (Scopus)

A simple model generation system for computer graphics

Lowe, N. H., Datta, A. & Tran, M., 2005, In : Future Generation Computer Systems. 21, 7, p. 1223-1234

Research output: Contribution to journalArticle

Computer graphics
Computer systems
Computational geometry
Lasers
Cams
13 Citations (Scopus)

Interactive visualisation for OLAP

Techapichetvani, K. & Datta, A., 2005, In : Lecture Notes in Computer Science. 3482, p. 206-214

Research output: Contribution to journalArticle

Online Analytical Processing
Data warehouses
Data Warehouse
Visualization
Data Cube
1 Citation (Scopus)

Low-latency Routing in Ad Hoc Wireless Networks using Finite Horizons

Filipovic, A., Datta, A. & Mcdonald, C., 2005, In : Lecture Notes in Computer Science. 3759, p. 422-433

Research output: Contribution to journalArticle

Ad Hoc Wireless Networks
Finite Horizon
Wireless ad hoc networks
Latency
Routing
18 Citations (Scopus)

ViSAR: A new technique for visualizing mined association roles

Techapichetvani, K. & Datta, A., 2005, In : Lecture notes in Artificial Intelligence (LNAI). 3584, p. 88-95

Research output: Contribution to journalArticle

Association rules
Association Rules
Association Rule Mining
Visualization
Many to one
1 Citation (Scopus)

WiCTP: A token-based access control protocol for wireless networks

Goff, R. W. & Datta, A., 2005, In : Lecture Notes in Computer Science. 3480, p. 87-96

Research output: Contribution to journalArticle

Access Control
Access control
Wireless Networks
Wireless networks
Network protocols
2004
2 Citations (Scopus)

An almost linear-time algorithm for trapezoidation of GIS polygons

Datta, A. & Lorenzetto, G., 2004, In : Future Generation Computer Systems. 20, 7, p. 1145-1155

Research output: Contribution to journalArticle

Geographic information systems
Triangulation
Display devices
Decomposition
Computer graphics
12 Citations (Scopus)

An Energy-Efficient Permutation Routing Protocol for Single-Hop Radio Networks

Datta, A. & Zomaya, A., 2004, In : IEEE Transactions on Parallel and Distributed Systems. 15, 4, p. 331-338

Research output: Contribution to journalArticle

Routing protocols
Networks (circuits)
Network protocols