Shanika Karunasekera | Academic Influence

Shanika Karunasekera's AcademicInfluence.com Rankings

Shanika Karunasekera

Computer Science

#5821

World Rank

#6144

Historical Rank

Artificial Intelligence

#5711

World Rank

#5794

Historical Rank

Database

#8599

World Rank

#9012

Historical Rank

computer-science Degrees

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Computer Science

Shanika Karunasekera's Degrees

Masters Artificial Intelligence University of Melbourne

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Why Is Shanika Karunasekera Influential?

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According to Wikipedia, Shanika Karunasekera is a Professor in the School of Computing and Information Systems at the University of Melbourne. Dr. Karunasekera completed her Ph.D. in Electrical Engineering from the University of Cambridge, UK in 1995. Earlier she completed her B.Sc. in Electronics and Telecommunication Engineering at the University of Moratuwa, Sri Lanka.

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Shanika Karunasekera's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning (2016) (796)
A survey of coordinated attacks and collaborative intrusion detection (2010) (385)
Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations (2015) (145)
Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency (2018) (114)
Automatic measurement of a QoS metric for Web service recommendation (2005) (98)
Decentralized multi-dimensional alert correlation for collaborative intrusion detection (2009) (78)
Tour recommendation and trip planning using location-based social media: a survey (2018) (68)
Personalized Itinerary Recommendation with Queuing Time Awareness (2017) (68)
A peer-to-peer collaborative intrusion detection system (2005) (67)
Anomaly detection by clustering ellipsoids in wireless sensor networks (2009) (56)
Evaluation of a Decentralized Architecture for Large Scale Collaborative Intrusion Detection (2007) (51)
SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator (2017) (50)
Graph Neural Networks with Continual Learning for Fake News Detection from Social Media (2020) (50)
Decentralised Resource Discovery Service for Large Scale Federated Grids (2007) (45)
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines (2018) (42)
Evolving Fuzzy Rules for Anomaly Detection in Data Streams (2015) (41)
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data (2021) (40)
Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks (2011) (39)
From Alt-Right to Alt-Rechts: Twitter Analysis of the 2017 German Federal Election (2018) (39)
Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection (2021) (39)
Towards Next Generation Touring: Personalized Group Tours (2016) (38)
Internet Host Geolocation Using Maximum Likelihood Estimation Technique (2010) (37)
Preparing Software Engineering Graduates for an Industry Career (2007) (36)
R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection (2015) (35)
High resolution spatio-temporal monitoring of air pollutants using wireless sensor networks (2014) (33)
Collaborative Detection of Fast Flux Phishing Domains (2009) (33)
An efficient hyperellipsoidal clustering algorithm for resource-constrained environments (2011) (31)
An adaptive elliptical anomaly detection model for wireless sensor networks (2014) (30)
dSpark: Deadline-Based Resource Allocation for Big Data Applications in Apache Spark (2017) (29)
A Data Stream Processing Optimisation Framework for Edge Computing Applications (2018) (29)
Streaming analysis in wireless sensor networks (2014) (28)
High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors (2014) (28)
Improving goal and role oriented analysis for agent based systems (2005) (27)
GeoWeight: internet host geolocation based on a probability model for latency measurements (2010) (27)
Distributed stream clustering using micro-clusters on Apache Storm (2017) (24)
A Self-Healing, Self-Protecting Collaborative Intrusion Detection Architecture to Trace-Back Fast-Flux Phishing Domains (2008) (23)
ClusTop: A clustering-based topic modelling algorithm for twitter using word networks (2017) (22)
SMARTS (2016) (21)
A comprehensive view of agent-oriented patterns (2007) (21)
Mining Micro-blogs: Opportunities and Challenges (2012) (21)
A Support Platform for Event Detection using Social Intelligence (2012) (21)
Agent-oriented software analysis (2004) (21)
Web Service Recommendation Based on Client-Side Performance Estimation (2007) (20)
Geometry of interest (GOI): spatio-temporal destination extraction and partitioning in GPS trajectory data (2016) (20)
Unsupervised Parameter Estimation for One-Class Support Vector Machines (2016) (19)
Improving performance in delay/disruption tolerant networks through passive relay points (2012) (18)
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions (2021) (18)
Description templates for agent-oriented patterns (2008) (17)
Distributed scheduling schemes for wireless mesh networks: A survey (2013) (17)
RAPID: Real-time Analytics Platform for Interactive Data Mining (2018) (17)
Global Detection of Flooding-Based DDoS Attacks Using a Cooperative Overlay Network (2010) (15)
PersTour: A Personalized Tour Recommendation and Planning System (2016) (14)
E-Storm: Replication-Based State Management in Distributed Stream Processing Systems (2017) (14)
Privacy-preserving data aggregation in Participatory Sensing Networks (2013) (13)
An agent design pattern classification scheme: capturing the notions of agency in agent design patterns (2004) (13)
Real-time spatio-temporal event detection on geotagged social media (2021) (13)
Sensor data boundary estimation for anomaly detection in wireless sensor networks (2010) (12)
Performance and Cost-efficient Spark Job Scheduling based on Deep Reinforcement Learning in Cloud Computing Environments (2021) (11)
Embedding Partial Propagation Network for Fake News Early Detection (2020) (11)
A Randomized Path Routing Algorithm for Decentralized Route Allocation in Transportation Networks (2015) (11)
A Utilization Model for Optimization of Checkpoint Intervals in Distributed Stream Processing Systems (2019) (11)
Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing (2014) (11)
A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems (2017) (9)
ECSNeT++ : A simulator for distributed stream processing on edge and cloud environments (2020) (9)
Modeling Evolution of Topics in Large-Scale Temporal Text Corpora (2018) (9)
Experimental verification of evolutionary estimation algorithms for radioactive source localisation (2009) (9)
Real-Time Lane Configuration with Coordinated Reinforcement Learning (2020) (9)
Detecting Location-Centric Communities Using Social-Spatial Links with Temporal Constraints (2015) (9)
Deadline-aware Dynamic Resource Management in Serverless Computing Environments (2021) (8)
Exploiting Data Dependency to Mitigate Stragglers in Distributed Spatial Simulation (2017) (8)
On Placement of Passive Stationary Relay Points in Delay Tolerant Networking (2011) (8)
Achieving Ubiquitous Network Connectivity Using an RFID Tag-Based Routing Protocol (2008) (8)
Designing Configurable Publish-Subscribe Scheme for Decentralised Overlay Networks (2007) (7)
Fast Channel Establishment for IEEE 802.16 Wireless Mesh Networks (2010) (7)
Performance of Wireless Chemical Sensor Network With Dynamic Collaboration (2012) (7)
Design of agent-oriented pattern templates (2006) (7)
Exploring the Moderating Role of Readers' Perspective in Evaluations of Online Consumer Reviews (2021) (7)
Geotagging tweets to landmarks using convolutional neural networks with text and posting time (2019) (7)
CAESAR: middleware for complex service-oriented peer-to-peer applications (2007) (7)
Quantifying the Impact of Autonomous Vehicles using Microscopic Simulations (2019) (7)
Spatio-temporal Event Detection using Poisson Model and Quad-tree on Geotagged Social Media (2019) (7)
Gossip-based asynchronous and robust aggregation protocol — A pessimistic approach (2011) (6)
Search Result Personalization in Twitter Using Neural Word Embeddings (2017) (6)
Straggler Mitigation for Distributed Behavioral Simulation (2017) (6)
Anomaly detection in non-stationary data: Ensemble based self-adaptive OCSVM (2016) (6)
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection (2020) (6)
Client profiling for QoS-based Web service recommendation (2005) (6)
Enhancing the quality of geometries of interest (GOIs) extracted from GPS trajectory data using spatio-temporal data aggregation and outlier detection (2018) (6)
The enhanced service manager: A service management system for next-generation networks (2000) (6)
Impacts of Asynchrony on Epidemic-Style Aggregation Protocols (2010) (6)
Proceedings of the ACM/IFIP/USENIX 2006 International Conference on Middleware (2006) (6)
Multi-spatial Scale Event Detection from Geo-tagged Tweet Streams via Power-law Verification (2019) (5)
A Distributed Network Architecture for Robust Internet Voting Systems (2005) (5)
A clustering-based topic model using word networks and word embeddings (2022) (5)
Relieving hot spots in collaborative intrusion detection systems during worm outbreaks (2008) (5)
Continual Learning for Fake News Detection from Social Media (2021) (5)
Location-based social networking for obtaining personalised driving advice (2015) (5)
Spatial-based topic modelling using wikidata knowledge base (2017) (5)
Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression (2017) (5)
A Decentralized Dynamic Sensor Activation Protocol for Chemical Sensor Networks (2010) (4)
Using a Traffic Simulator for Navigation Service (2017) (4)
Unsupervised and Active Learning Using Maximin-Based Anomaly Detection (2019) (4)
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning (2022) (4)
A tool to support perspective based approach to software code inspection (2005) (4)
An analytical model for performance evaluation in sparse mobile ad hoc networks (2009) (4)
Optimum Benefit Protocol: A fast converging, bandwidth-efficient decentralized similarity overlay (2017) (4)
Studying transportation problems with the SMARTS simulator (demo paper) (2018) (4)
Directions for Peer-to-Peer based mobile pervasive augmented reality gaming (2007) (4)
Generating traffic data for any city using SMARTS simulator (2019) (3)
Multi-step prediction with missing smart sensor data using multi-task Gaussian processes (2017) (3)
Improving Location Prediction using a Social Historical Model with Strict Recency Context (2015) (3)
An Energy Efficient Distributed Scheduling Scheme for Wireless Mesh Networks (2013) (3)
A framework for distributed data analysis for IoT (2016) (3)
Stepping stone graph for public movement analysis (2018) (3)
P 2 P Middleware for Massively Multi-player Online Games ∗ (2005) (3)
SOVoIP: middleware for universal VoIP connectivity (2007) (3)
Follow The Best: Crowdsourced Automated Travel Advice (2017) (3)
Platooning Graph for Safer Traffic Management (2020) (3)
Tracking Group Movement in Location Based Social Networks (2020) (3)
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories (2019) (3)
A gossip-based asynchronous aggregation protocol for P2P systems (2010) (3)
The effect of correlation of chemical tracers on chemical sensor network performance (2010) (3)
USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity (2019) (3)
The effect of data collection geometry on radiological source localisation (2009) (2)
Enhancing the Scalability and Performance of Iterative Graph Algorithms on Apache Storm (2018) (2)
Mining MicroBlogs : Opportunities and Challenges (2011) (2)
Adaptive Expression Based Routing Protocol for P2P Systems (2007) (2)
Feature Selection for Multiclass Binary Data (2018) (2)
Optimizing checkpoint‐based fault‐tolerance in distributed stream processing systems: Theory to practice (2021) (2)
Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management (2022) (2)
Measuring Similarity Between Mobility Models and Real World Motion Trajectories (2014) (2)
Finding High-Level Topics and Tweet Labeling Using Topic Models (2015) (2)
An unstructured peer-to-peer approach to aggregate node selection (2008) (2)
What Makes a Review Credible? Heuristic and Systematic Factors for the Credibility of Online Reviews (2019) (2)
Handling Churn in Similarity Based Clustering Overlays Using Weighted Benefit (2017) (2)
A Process for Analyzing Agent-Oriented Patterns (2007) (2)
Improved template for agent pattern description (2005) (2)
Towards a Credibility Analysis Model for Online Reviews (2019) (2)
Minimizing the operational cost of chemical sensor networks (2010) (2)
Knowledge Enhanced Multi-modal Fake News Detection (2021) (2)
SOVoIP: True Convergence of Data and Voice Network (2017) (2)
Topic-specific post identification in microblog streams (2014) (2)
A Distributed eResearch Tool for Evaluating Source Backtracking Algorithms (2010) (1)
Power-law Verification for Event Detection at Multi-spatial Scales from Geo-tagged Tweet Streams (2019) (1)
PSF+ — Fast and improved electricity consumption prediction in campus environments (2017) (1)
BillionCOV: An Enriched Billion-scale Collection of COVID-19 tweets for Efficient Hydration (2023) (1)
Effective Traffic Forecasting with Multi-Resolution Learning (2021) (1)
Systematic Development of Quality Aware Decentralised Service-Oriented Systems (2007) (1)
Mining Influentials and their Bot Activities on Twitter Campaigns (2020) (1)
Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency (2017) (1)
On Problem for Aggregate Node Selection for Unstructured Overlay Networks (2010) (1)
Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels (2022) (1)
Communication Model for Parallel Iterative Stream Processing (2018) (1)
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams (2020) (1)
Real-time road safety optimization through network-level data management (2022) (1)
Optimal Multi-Level Interval-based Checkpointing for Exascale Stream Processing Systems (2019) (1)
Health Provider Broadband Connectivity: A review of technical requirements (2013) (1)
Intelligent Autonomous Intersection Management (2022) (1)
Credible vs Fake: A Literature Review on Differentiating Online Reviews based on Credibility (2020) (1)
Feature selection for user motion pattern recognition in mobile networks (2012) (1)
Map-based spatio-temporal interpolation in vehicle trajectory data using routing web-services (2012) (1)
Strategies to encourage and retain women in engineering: A case study approach (2014) (0)
Introducing Diversion Graph for Real-Time Spatial Data Analysis with Location Based Social Networks (2021) (0)
Demystifying the COVID-19 vaccine discourse on Twitter (2022) (0)
Feature selection for user pattern recognition in mobile ad-hoc networks. (2012) (0)
Medium-term Client-Perceived Performance Prediction (2010) (0)
Middleware 2007 Works in Progress (2007) (0)
A Framework for Feature Selection to Exploit Feature Group Structures (2020) (0)
Group Based Unsupervised Feature Selection (2020) (0)
Aspirational values or practical skills? Defining graduate attributes at the University of Melbourne (2006) (0)
Tour recommendation and trip planning using location-based social media: a survey (2018) (0)
PDCAT 2014 Organizing Committee (2014) (0)
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper) (2022) (0)
Stepping Stone Graph (2019) (0)
Statistics of chemical tracer concentration in a multi-compartment structure measured with a sensor network (2013) (0)
Image Analysis Enhanced Event Detection from Geo-Tagged Tweet Streams (2020) (0)
A clustering-based topic model using word networks and word embeddings (2022) (0)
Are Online Consumer Reviews Credible? A Predictive Model based on Deep Learning (2022) (0)
A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper) (2022) (0)
A Twitter narrative of the COVID-19 pandemic in Australia (2023) (0)
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning (2022) (0)
Real-time spatio-temporal event detection on geotagged social media (2021) (0)
Story points changes in agile iterative development (2022) (0)
Geometry of interest (GOI): spatio-temporal destination extraction and partitioning in GPS trajectory data (2016) (0)
Dynamic Straggler Mitigation for Large-scale Spatial Simulations (2023) (0)
Story points changes in agile iterative development (2022) (0)
A Multi-stage Hierarchical Window Model with Application to Real-Time Graph Analysis (2017) (0)
A role-based methodology for agent-oriented software engineering (2003) (0)
A multi-level caching architecture for stateful stream computation (2022) (0)
Towards Reliable Agile Iterative Planning via Predicting Documentation Changes of Work Items (2022) (0)
SLA-based Spark Job Scheduling in Cloud with Deep Reinforcement Learning (2020) (0)
OMBA: User-Guided Product Representations for Online Market Basket Analysis (2020) (0)
Research on the Application of an Improved LEACH Algorithm in Smart Home (2021) (0)
Enhancing the quality of geometries of interest (GOIs) extracted from GPS trajectory data using spatio-temporal data aggregation and outlier detection (2016) (0)
Understanding Multilingual Communities through Analysis of Code-switching Behaviors in Social Media Discussions (2019) (0)
Algorithmic-Parameter Optimization of a Parallelized Split-Step Fourier Transform Using a Modified BSP Cost Model (2004) (0)
Improving performance in delay/disruption tolerant networks through passive relay points (2011) (0)
Computing and Information Systems 2nd Annual Doctoral Colloquium Proceedings (2014) (0)
Agent oriented pattern classification and description (2006) (0)
Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments (2023) (0)

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