Kamal Premaratne

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 19

Top Topics

Dempster Shafer Belief

Efficient Computation

Belief Functions

Top Venues

IEEE Trans. Cybern.

Publications

Manohar N. Murthi, Kamal Premaratne
Clustering Edges in Directed Graphs. CoRR (2022)
Matthias Scheutz, Kamal Premaratne, Lawrence S. Moss, Avery Caulfield
Probabilistic ‘If-Then’ Rules: On Bayesian Conditionals and Probabilistic Implications. ISAIM (2022)
Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi, Stephen J. Murrell, Dilip Sarkar
Efficient Computation of Conditionals in the Dempster-Shafer Belief Theoretic Framework. IEEE Trans. Cybern. 52 (5) (2022)
Alessandro Antonucci, Salem Benferhat, Kamal Premaratne
Uncertain reasoning. Ann. Math. Artif. Intell. 89 (10-11) (2021)
Janith N. Heendeni, Kamal Premaratne, Manohar N. Murthi
Reasoning With Interval-Valued Probabilities. FUSION (2020)
Lalintha G. Polpitiya, Kamal Premaratne
Real-Time Detection and Prediction of Relative Motion of Moving Objects in Autonomous Driving. FLAIRS Conference (2020)
Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi
Linear Time and Space Algorithm for Computing all the Fagin-Halpern Conditional Beliefs Generated From Consonant Belief Functions. FLAIRS Conference (2019)
Ranga Dabarera, Thanuka L. Wickramarathne, Kamal Premaratne, Manohar N. Murthi
Achieving Consensus Under Bounded Confidence in Multi-Agent Distributed Decision-Making. FUSION (2019)
Rafael C. Nunez, Manohar N. Murthi, Kamal Premaratne, Matthias Scheutz, Otávio A. S. Bueno
Uncertain Logic Processing: logic-based inference and reasoning using Dempster-Shafer models. Int. J. Approx. Reason. 95 (2018)
Buddhika L. Samarakoon, Manohar N. Murthi, Kamal Premaratne
Inferring latent states in a network influenced by neighbor activities: An undirected generative approach. ICASSP (2017)
Buddhika L. Samarakoon, Manohar N. Murthi, Kamal Premaratne
Efficient sensor selection with application to time varying graphs. CAMSAP (2017)
Oscar Martinez, Ranga Dabarera, Kamal Premaratne, Miroslav Kubat, James D. Englehardt
LFDA model for the assessment of water quality through Microtox® using excitation-emission matrices. Intell. Data Anal. 21 (1) (2017)
May Zar Lin, Manohar N. Murthi, Kamal Premaratne
Regularized LMS and diffusion adaptation LMS with graph filters for non-stationary data. CAMSAP (2017)
Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi, Dilip Sarkar
Efficient Computation of Belief Theoretic Conditionals. ISIPTA (2017)
Yoangel Torres, Kamal Premaratne, Falk Amelung, Shimon Wdowinski
An Efficient Polyphase Filter-Based Resampling Method for Unifying the PRFs in SAR Data. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Janith N. Heendeni, Kamal Premaratne, Manohar N. Murthi, J. Uscinski, Matthias Scheutz
A generalization of Bayesian inference in the Dempster-Shafer belief theoretic framework. FUSION (2016)
Ranga Dabarera, Kamal Premaratne, Manohar N. Murthi, Dilip Sarkar
Consensus in the Presence of Multiple Opinion Leaders: Effect of Bounded Confidence. IEEE Trans. Signal Inf. Process. over Networks 2 (3) (2016)
Ranga Dabarera, Kamal Premaratne, Manohar N. Murthi, Dilip Sarkar
Consensus in the Presence of Multiple Opinion Leaders: Effect of Bounded Confidence. CoRR (2016)
Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi, Dilip Sarkar
A Framework for efficient computation of belief theoretic operations. FUSION (2016)
May Zar Lin, Manohar N. Murthi, Kamal Premaratne
Mobile adaptive networks for pursuing multiple targets. ICASSP (2015)
Oscar Martinez, Ranga Dabarera, Kamal Premaratne, Miroslav Kubat
LDA-based probabilistic graphical model for excitation-emission matrices. Intell. Data Anal. 19 (5) (2015)
Yoangel Torres, Kamal Premaratne, Falk Amelung, Shimon Wdowinski
An Efficient Polyphase Filter Based Resampling Method for Unifying the PRFs in SAR Data. CoRR (2015)
Nicholas J. Napoli, Laura E. Barnes, Kamal Premaratne
Correlation coefficient based template matching: Accounting for uncertainty in selecting the winner. FUSION (2015)
Ranga Dabarera, Rafael C. Nunez, Kamal Premaratne, Manohar N. Murthi
Dynamics of belief theoretic agent opinions under bounded confidence. FUSION (2014)
Janith N. Heendeni, Kamal Premaratne, Manohar N. Murthi, Matthias Scheutz
Modelling and Fusion of Imperfect Implication Rules. Belief Functions (2014)
Thanuka L. Wickramarathne, Kamal Premaratne, Manohar N. Murthi, Nitesh V. Chawla
Convergence Analysis of Iterated Belief Revision in Complex Fusion Environments. IEEE J. Sel. Top. Signal Process. 8 (4) (2014)
Tom Williams, Rafael C. Nunez, Gordon Briggs, Matthias Scheutz, Kamal Premaratne, Manohar N. Murthi
A Dempster-Shafer Theoretic Approach to Understanding Indirect Speech Acts. IBERAMIA (2014)
Rafael C. Nunez, Manohar N. Murthi, Kamal Premaratne
Efficient computation of DS-based uncertain logic operations and its application to hard and soft data fusion. FUSION (2014)
Thanuka L. Wickramarathne, Kamal Premaratne, Manohar N. Murthi
Convergence analysis of consensus belief functions within asynchronous ad-hoc fusion networks. ICASSP (2013)
Thanuka Wickramarathne, Kamal Premaratne, Manohar N. Murthi
Toward Efficient Computation of the Dempster-Shafer Belief Theoretic Conditionals. IEEE Trans. Cybern. 43 (2) (2013)
Rafael C. Nunez, Buddhika Samarakoon, Kamal Premaratne, Manohar N. Murthi
Hard and soft data fusion for joint tracking and classification/intent-detection. FUSION (2013)
Oscar Martinez, Ranga Dabarera, Kamal Premaratne, Miroslav Kubat
MeMO : Membership-Based Minority Oversampling for Class Balancing. ICDM (Workshops) (2013)
Rafael C. Nunez, Ranga Dabarera, Matthias Scheutz, Gordon Briggs, Otávio A. S. Bueno, Kamal Premaratne, Manohar N. Murthi
DS-based uncertain implication rules for inference and fusion applications. FUSION (2013)
Thanuka Wickramarathne, Kamal Premaratne, Manohar N. Murthi
Consensus-Based Credibility Estimation of Soft Evidence for Robust Data Fusion. Belief Functions (2012)
Thanuka Wickramarathne, Kamal Premaratne, Manohar N. Murthi, Matthias Scheutz, Sandra Kübler, M. Pravia
Belief theoretic methods for soft and hard data fusion. ICASSP (2011)
Thanuka Wickramarathne, Kamal Premaratne, Miroslav Kubat, D. T. Jayaweera
CoFiDS: A Belief-Theoretic Approach for Automated Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 23 (2) (2011)
Thanuka Wickramarathne, Kamal Premaratne, Manohar N. Murthi
Monte-Carlo approximations for Dempster-Shafer belief theoretic algorithms. FUSION (2011)
Behzad Mohammadi Dogahe, Manohar N. Murthi, Xingzhe Fan, Kamal Premaratne
A distributed congestion and power control algorithm to achieve bounded average queuing delay in wireless networks. Telecommun. Syst. 44 (3-4) (2010)
Thanuka Wickramarathne, Kamal Premaratne, Manohar N. Murthi
Focal elements generated by the Dempster-Shafer theoretic conditionals: A complete characterization. FUSION (2010)
Kamal Premaratne, Manohar N. Murthi, Jinsong Zhang, Matthias Scheutz, Peter H. Bauer
A Dempster-Shafer theoretic conditional approach to evidence updating for fusion of hard and soft data. FUSION (2009)
Kasun Wickramaratna, Miroslav Kubat, Kamal Premaratne, Thanuka Wickramarathne
Rule Mining and Missing-Value Prediction in the Presence of Data Ambiguities. FLAIRS Conference (2009)
M. Chamara Ranasingha, Manohar N. Murthi, Kamal Premaratne, Xingzhe Fan
Transmission Rate Allocation in Multisensor Target Tracking Over a Shared Network. IEEE Trans. Syst. Man Cybern. Part B 39 (2) (2009)
Mingyu Chen, Xingzhe Fan, Manohar N. Murthi, T. Dilusha Wickramarathna, Kamal Premaratne
Normalized queueing delay: congestion control jointly utilizing delay and marking. IEEE/ACM Trans. Netw. 17 (2) (2009)
Mingyu Chen, Jinsong Zhang, Manohar N. Murthi, Kamal Premaratne
Delay-based TCP congestion avoidance: A network calculus interpretation and performance improvements. Comput. Networks 53 (9) (2009)
Kasun Wickramaratna, Miroslav Kubat, Kamal Premaratne
Predicting Missing Items in Shopping Carts. IEEE Trans. Knowl. Data Eng. 21 (7) (2009)
M. Chamara Ranasingha, Manohar N. Murthi, Kamal Premaratne, Xingzhe Fan
Transmission rate allocation in multi-sensor target tracking. ICASSP (2008)
Duminda A. Dewasurendra, Peter H. Bauer, Kamal Premaratne
Evidence Filtering. IEEE Trans. Signal Process. 55 (12) (2007)
Kamal Premaratne, Duminda A. Dewasurendra, Peter H. Bauer
Evidence Combination in an Environment With Heterogeneous Sources. IEEE Trans. Syst. Man Cybern. Part A 37 (3) (2007)
K. K. Rohitha Hewawasam, Kamal Premaratne
Dependency based reasoning in a dempster-shafer theoretic framework. FUSION (2007)
K. K. Rohitha Hewawasam, Kamal Premaratne, Mei-Ling Shyu
Rule Mining and Classification in a Situation Assessment Application: A Belief-Theoretic Approach for Handling Data Imperfections. IEEE Trans. Syst. Man Cybern. Part B 37 (6) (2007)
Duminda A. Dewasurendra, Peter H. Bauer, Matthias Scheutz, Kamal Premaratne
Evidence Based Navigation in Swarms. CDC (2006)
Duminda A. Dewasurendra, Peter H. Bauer, Kamal Premaratne
Distributed evidence filtering: the recursive case. ISCAS (2006)
Mingyu Chen, Manohar N. Murthi, Kamal Premaratne, Xingzhe Fan
A Congestion Control Method Jointly Utilizing Delay and Marking/Loss Feedback. GLOBECOM (2006)
M. Chamara Ranasingha, Manohar N. Murthi, Kamal Premaratne
A Congestion Control Method to Support Coordinated Bandwidth Allocation. CISS (2006)
Mingyu Chen, Manohar N. Murthi, Kamal Premaratne
Kalman filter-Based Approximation of a Network Calculus TCP Controller. CISS (2006)
Mingyu Chen, Jinsong Zhang, Manohar N. Murthi, Kamal Premaratne
TCP congestion avoidance: a network calculus interpretation and performance improvements. INFOCOM (2005)
E. C. Kulasekere, Kamal Premaratne, Duminda A. Dewasurendra, Mei-Ling Shyu, Peter H. Bauer
Conditioning and updating evidence. Int. J. Approx. Reason. 36 (1) (2004)
Peter H. Bauer, Cédric Lorand, Kamal Premaratne
Stability robustness of interconnected discrete time systems with synchronization errors. ISCAS (4) (2003)
Kamal Premaratne, Duminda A. Dewasurendra, Peter H. Bauer
Evidence updating in a heterogeneous sensor environment. ISCAS (4) (2003)
Mihail L. Sichitiu, Peter H. Bauer, Kamal Premaratne
The effect of uncertain time-variant delays in ATM networks with explicit rate feedback: a control theoretic approach. IEEE/ACM Trans. Netw. 11 (4) (2003)
J. Zhang, Kamal Premaratne, Peter H. Bauer
A distributed self-organization algorithm for ad-hoc sensor networks. WCNC (2003)
Peter H. Bauer, Cédric Lorand, Mihail L. Sichitiu, Kamal Premaratne
Total delay compensation in LAN control systems and implications for scheduling. Int. J. Syst. Sci. 34 (10-11) (2003)
Peter H. Bauer, Mihail L. Sichitiu, Kamal Premaratne
Queue Control Under Time-Variant Delays: A Discrete Time System Approach. J. Circuits Syst. Comput. 11 (2) (2002)
J. Zhang, Kamal Premaratne, Peter H. Bauer
Local resource management of distributed sensor networks via static output feedback control. ISCAS (3) (2002)
Peter H. Bauer, Mihail L. Sichitiu, Cédric Lorand, Kamal Premaratne
Total delay compensation in LAN control systems and implications for scheduling. ACC (2001)
Peter H. Bauer, Mihail L. Sichitiu, Kamal Premaratne
Stability of 2-D distributed processes with time-variant communication delays. ISCAS (2) (2001)
Mihail L. Sichitiu, Peter H. Bauer, Kamal Premaratne
The effect of uncertain time variant delays in ATM networks with explicit rate feedback. ACC (2001)
Peter H. Bauer, Mihail L. Sichitiu, Russ Ernst, Kamal Premaratne
A new class of Smith predictors for network congestion control. ICECS (2001)
Jinsong Zhang, Ernest C. Kulasekere, Kamal Premaratne, Peter H. Bauer
Resource management of task oriented distributed sensor networks. ISCAS (3) (2001)
M. M. Ekanayake, Kamal Premaratne, C. Douligeris, Peter H. Bauer
Stability of discrete-time systems with time-varying delays. ACC (2001)
Ernest C. Kulasekere, Linda M. Hanagan, Kirthi S. Walgama, Kamal Premaratne
MIMO floor vibration controller design. ACC (2000)
A. Thiemann, Kamal Premaratne, Peter H. Bauer
Regions of global asymptotic stability in coefficient-space for linear time-variant discrete-time systems. ISCAS (3) (1999)
Peter H. Bauer, Mihail L. Sichitiu, Kamal Premaratne
Controlling an integrator through data networks: stability in the presence of unknown time-variant delays. ISCAS (5) (1999)
Kamal Premaratne, M. M. Ekanayake, J. I. Suarez, Peter H. Bauer
Two-dimensional delta-operator formulated discrete-time systems: state-space realization and its coefficient sensitivity properties. IEEE Trans. Signal Process. 46 (12) (1998)
Kamal Premaratne, Mohamed Mansour
Robust stability of time-variant difference equations with restricted parameter perturbations: regions in coefficient-space. ICASSP (1997)
Kamal Premaratne, E. C. Kulasekere, Peter H. Bauer, Louis-Jérôme Leclerc
An exhaustive search algorithm for checking limit cycle behavior of digital filters. IEEE Trans. Signal Process. 44 (10) (1996)
Kamal Premaratne, E. C. Kulasekere, Peter H. Bauer, Louis-Jérôme Leclerc
An Exhaustive Search Algorithm for Checking Limit Cycle Behavior of Digital Filters. ISCAS (1995)
Kamal Premaratne, A. S. Boujarwah
An algorithm for stability determination of two-dimensional delta-operator formulated discrete-time systems. Multidimens. Syst. Signal Process. 6 (4) (1995)
M. M. Ekanayake, Kamal Premaratne
Two-channel IIR QMF banks with approximately linear-phase analysis and synthesis filters. IEEE Trans. Signal Process. 43 (10) (1995)
Kamal Premaratne, Peter H. Bauer
Limit Cycles and Asymptotic Stability of Delta-Operator Formulated Discrete-Time Systems in Fixed-Point Arithmetic. ISCAS (1994)
Kamal Premaratne, R. Salvi, N. R. Habib, J. P. LeGall
Delta-operator formulated discrete-time approximations of continuous-time systems. IEEE Trans. Autom. Control. 39 (3) (1994)
Kamal Premaratne, Eliahu Ibrahim Jury
Tabular method for determining root distribution of delta-operator formulated real polynomials. IEEE Trans. Autom. Control. 39 (2) (1994)
Kamal Premaratne
Stability determination of two-dimensional discrete-time systems. Multidimens. Syst. Signal Process. 4 (4) (1993)
Peter H. Bauer, Kamal Premaratne, J. Durán
A necessary and sufficient condition for robust asymptotic stability of time-variant discrete systems. IEEE Trans. Autom. Control. 38 (9) (1993)