Shanika Karunasekera
Orcid: 0000-0001-7080-5064Affiliations:
- University of Melbourne, School of Computing and Information Systems, Australia
According to our database1,
Shanika Karunasekera
authored at least 178 papers
between 1994 and 2024.
Collaborative distances:
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Bibliography
2024
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts.
CoRR, 2024
2023
ACM Trans. Intell. Syst. Technol., August, 2023
GeoInformatica, July, 2023
ACM Trans. Spatial Algorithms Syst., June, 2023
Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments.
Future Gener. Comput. Syst., June, 2023
BillionCOV: An Enriched Billion-scale Collection of COVID-19 tweets for Efficient Hydration.
Dataset, January, 2023
CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts.
CoRR, 2023
A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications.
CoRR, 2023
CoRR, 2023
BillionCOV: An Enriched Billion-scale Collection of COVID-19 tweets for Efficient Hydration.
CoRR, 2023
2022
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions.
ACM Comput. Surv., January, 2022
Performance and Cost-Efficient Spark Job Scheduling Based on Deep Reinforcement Learning in Cloud Computing Environments.
IEEE Trans. Parallel Distributed Syst., 2022
IEEE Trans. Computers, 2022
Optimizing checkpoint-based fault-tolerance in distributed stream processing systems: Theory to practice.
Softw. Pract. Exp., 2022
J. Big Data, 2022
CoRR, 2022
Towards Reliable Agile Iterative Planning via Predicting Documentation Changes of Work Items.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022
A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Proceedings of the 16th ACM International Conference on Distributed and Event-based Systems, 2022
Proceedings of the Australasian Conference on Information Systems, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Exploring the Moderating Role of Readers' Perspective in Evaluations of Online Consumer Reviews.
J. Theor. Appl. Electron. Commer. Res., 2021
J. Big Data, 2021
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection.
Inf. Process. Manag., 2021
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021
Towards Just-Enough Documentation for Agile Effort Estimation: What Information Should Be Documented?
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Introducing Diversion Graph for Real-Time Spatial Data Analysis with Location Based Social Networks.
Proceedings of the 11th International Conference on Geographic Information Science, 2021
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Knowl. Data Eng., 2020
J. Syst. Softw., 2020
A utilization model for optimization of checkpoint intervals in distributed stream processing systems.
Future Gener. Comput. Syst., 2020
ECSNeT++ : A simulator for distributed stream processing on edge and cloud environments.
Future Gener. Comput. Syst., 2020
Graph Neural Networks with Continual Learning for Fake News Detection from Social Media.
CoRR, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Credible vs Fake: A Literature Review on Differentiating Online Reviews based on Credibility.
Proceedings of the 41st International Conference on Information Systems, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020
2019
Stepping Stone Graph: A Graph for Finding Movement Corridors using Sparse Trajectories.
ACM Trans. Spatial Algorithms Syst., 2019
ACM SIGSPATIAL Special, 2019
Knowl. Inf. Syst., 2019
Optimal Multi-Level Interval-based Checkpointing for Exascale Stream Processing Systems.
CoRR, 2019
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories.
CoRR, 2019
Power-law Verification for Event Detection at Multi-spatial Scales from Geo-tagged Tweet Streams.
CoRR, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the 23rd Pacific Asia Conference on Information Systems, 2019
Geotagging tweets to landmarks using convolutional neural networks with text and posting time.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019
Proceedings of the 12th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Understanding Multilingual Communities through Analysis of Code-switching Behaviors in Social Media Discussions.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Spatio-temporal Event Detection using Poisson Model and Quad-tree on Geotagged Social Media.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Multi-spatial Scale Event Detection from Geo-tagged Tweet Streams via Power-law Verification.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
What Makes a Review Credible? Heuristic and Systematic Factors for the Credibility of Online Reviews.
Proceedings of the Australasian Conference on Information Systems, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency.
Knowl. Inf. Syst., 2018
Enhancing the quality of geometries of interest (GOIs) extracted from GPS trajectory data using spatio-temporal data aggregation and outlier detection.
J. Ambient Intell. Humaniz. Comput., 2018
From <i>Alt-Right to Alt-Rechts</i>: Twitter Analysis of the 2017 German Federal Election.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the 21st IEEE International Symposium on Real-Time Distributed Computing, 2018
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Enhancing the Scalability and Performance of Iterative Graph Algorithms on Apache Storm.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
ACM Trans. Intell. Syst. Technol., 2017
J. Parallel Distributed Comput., 2017
Optimum Benefit Protocol: A fast converging, bandwidth-efficient decentralized similarity overlay.
J. Parallel Distributed Comput., 2017
Geometry of interest (GOI): spatio-temporal destination extraction and partitioning in GPS trajectory data.
J. Ambient Intell. Humaniz. Comput., 2017
A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Proceedings of the 18th International Conference on Parallel and Distributed Computing, 2017
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017
Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
E-Storm: Replication-Based State Management in Distributed Stream Processing Systems.
Proceedings of the 46th International Conference on Parallel Processing, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
A Multi-stage Hierarchical Window Model with Application to Real-Time Graph Analysis.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
dSpark: Deadline-Based Resource Allocation for Big Data Applications in Apache Spark.
Proceedings of the 13th IEEE International Conference on e-Science, 2017
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
ClusTop: A clustering-based topic modelling algorithm for twitter using word networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Multi-step prediction with missing smart sensor data using multi-task Gaussian processes.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning.
Pattern Recognit., 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Late-breaking Results, 2016
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
2015
IEEE Trans. Fuzzy Syst., 2015
Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
Detecting Location-Centric Communities Using Social-Spatial Links with Temporal Constraints.
Proceedings of the Advances in Information Retrieval, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors.
IEEE Trans. Geosci. Remote. Sens., 2014
Comput. Networks, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
High resolution spatio-temporal monitoring of air pollutants using wireless sensor networks.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
ACM Comput. Surv., 2013
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013
Proceedings of the 27th IEEE International Conference on Advanced Information Networking and Applications, 2013
2012
Improving performance in delay/disruption tolerant networks through passive relay points.
Wirel. Networks, 2012
Proceedings of the 23rd IEEE International Symposium on Personal, 2012
Map-based spatio-temporal interpolation in vehicle trajectory data using routing web-services.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2012
Proceedings of the EACL 2012, 2012
Proceedings of the Computational Social Networks, 2012
2011
An efficient hyperellipsoidal clustering algorithm for resource-constrained environments.
Pattern Recognit., 2011
Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011
2010
Comput. Secur., 2010
Proceedings of the Fourth International Conference on Network and System Security, 2010
Proceedings of The Ninth IEEE International Symposium on Networking Computing and Applications, 2010
Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010
Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010
Proceedings of the Global Communications Conference, 2010
Proceedings of the Sixth International Conference on e-Science, 2010
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010
GeoWeight: internet host geolocation based on a probability model for latency measurements.
Proceedings of the Computer Science 2010, 2010
2009
Decentralized multi-dimensional alert correlation for collaborative intrusion detection.
J. Netw. Comput. Appl., 2009
Proceedings of the 2nd IFIP Wireless Days, 2009
2008
Relieving hot spots in collaborative intrusion detection systems during worm outbreaks.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008
2007
Auton. Agents Multi Agent Syst., 2007
Proceedings of the Seventh International Conference on Quality Software (QSIC 2007), 2007
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007
Proceedings of the 2nd Workshop on Middleware for Service Oriented Computing, 2007
Proceedings of the Middleware 2007, 2007
Evaluation of a Decentralized Architecture for Large Scale Collaborative Intrusion Detection.
Proceedings of the Integrated Network Management, 2007
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007
Proceedings of the 20th Conference on Software Engineering Education and Training (CSEE&T 2007), 2007
Proceedings of the 18th Australian Software Engineering Conference (ASWEC 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
Proceedings of the 17th Australian Software Engineering Conference (ASWEC 2006), 2006
2005
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005
Proceedings of the Electronic Government: 4th International Conference, 2005
Proceedings of the 16th Australian Software Engineering Conference (ASWEC 2005), 31 March, 2005
Proceedings of the 16th Australian Software Engineering Conference (ASWEC 2005), 31 March, 2005
Proceedings of the 16th Australian Software Engineering Conference (ASWEC 2005), 31 March, 2005
Proceedings of the 12th Asia-Pacific Software Engineering Conference (APSEC 2005), 2005
2004
Algorithmic-Parameter Optimization of a Parallelized Split-Step Fourier Transform Using a Modified BSP Cost Model.
Proceedings of the Parallel and Distributed Processing and Applications, 2004
Proceedings of the 15th Australian Software Engineering Conference (ASWEC 2004), 2004
An Agent Design Pattern Classification Scheme: Capturing the Notions of Agency in Agent Design Patterns.
Proceedings of the 11th Asia-Pacific Software Engineering Conference (APSEC 2004), 30 November, 2004
2000
The Enhanced Service Manager: A service management system for next-generation networks.
Bell Labs Tech. J., 2000
1995
A distortion measure for blocking artifacts in images based on human visual sensitivity.
IEEE Trans. Image Process., 1995
1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994