Amal Perera
Orcid: 0000-0003-3683-2098Affiliations:
- University of Moratuwa, Sri Lanka
According to our database1,
Amal Perera
authored at least 54 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
Hyperparameter Optimization for Large-Scale Remote Sensing Image Analysis Tasks: A Case Study Based on Permafrost Landform Detection Using Deep Learning.
IEEE Access, 2024
2023
Proceedings of the 17th IEEE International Conference on Industrial and Information Systems, 2023
2022
Legal Party Extraction from Legal Opinion Texts Using Recurrent Deep Neural Networks.
J. Data Intell., 2022
SigmaLaw PBSA - A Deep Learning Approach For Aspect Based Sentiment Analysis in Legal Opinion Texts.
J. Data Intell., 2022
Data, 2022
Proceedings of the 34th Conference on Computational Linguistics and Speech Processing, 2022
Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence.
Proceedings of the 15th International Conference on Human System Interaction, 2022
2021
Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps.
J. Real Time Image Process., 2021
Proceedings of the 2021 IEEE International Conference on Engineering, 2021
Identifying Legal Party Members from Legal Opinion Documents using Natural Language Processing.
Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021
Proceedings of the 16th International Conference on Industrial and Information Systems, 2021
Sigmalaw PBSA - A Deep Learning Model for Aspect-Based Sentiment Analysis for the Legal Domain.
Proceedings of the Database and Expert Systems Applications, 2021
2020
CoRR, 2020
Effective Approach to Develop a Sentiment Annotator For Legal Domain in a Low Resource Setting.
Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020
Party Identification of Legal Documents using Co-reference Resolution and Named Entity Recognition.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020
Proceedings of the 7th International Conference on Control, 2020
2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the Third Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 17th International Conference on Artificial Intelligence and Law (ICAIL 2019), 2019
2018
Identifying Relationships Among Sentences in Court Case Transcripts Using Discourse Relations.
CoRR, 2018
CoRR, 2018
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018
2017
CoRR, 2017
Deriving a Representative Vector for Ontology Classes with Instance Word Vector Embeddings.
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Industrial and Information Systems, 2017
2016
A Complete Observation Model for Tracking Vehicles from Mobile Phone Signal Strengths and Its Potential in Travel-Time Estimation.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016
An Ensemble Based in Silico Prediction of Saccharomyces Cerevisiae Proteins under Mitochondrion Organization.
Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016
2015
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015
Tracking vehicle trajectories by local dynamic time warping of mobile phone signal strengths and its potential in travel-time estimation.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015
Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2011
Fast Attribute-based Unsupervised and Supervised Table Clustering using P-Trees.
Proceedings of the ISCA 20th International Conference on Software Engineering and Data Engineering (SEDE-2011) June 20-22, 2011
2010
Extension Study on Item-Based P-Tree Collaborative Filtering Algorithm for Netflix Prize.
Proceedings of the ISCA 25th International Conference on Computers and Their Applications, 2010
2009
The Universality of Nearest Neighbor Sets in Classification and Prediction.
Proceedings of the 18th International Conference on Software Engineering and Data Engineering (SEDE-2009), 2009
Gene Function Prediction.
Proceedings of the 18th International Conference on Software Engineering and Data Engineering (SEDE-2009), 2009
Evolutionary Nearest Neighbour Classification Framework.
Proceedings of the 18th International Conference on Software Engineering and Data Engineering (SEDE-2009), 2009
Experimental Study on Item-based P-Tree Collaborative Filtering Algorithm for Netflix.
Proceedings of the 18th International Conference on Software Engineering and Data Engineering (SEDE-2009), 2009
2008
A Comparative Study on Data Representation to Categorize Text Documents.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008
2006
Parameter optimized, vertical, nearest-neighbor-vote and boundary-based classification.
SIGKDD Explor., 2006
A Vertical Approach to Computing Set Squared Distance.
Int. J. Comput. Their Appl., 2006
Vertical K-Median Clustering.
Proceedings of the 21st International Conference on Computers and Their Applications, 2006
2005
Incremental interactive mining of constrained association rules from biological annotation data with nominal features.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
An Api for Transparent Distributed Vertical Data Mining.
Proceedings of the ISCA 14th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2005
Vertical Set Square Distance Based Clustering without Prior Knowledge of K.
Proceedings of the ISCA 14th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2005
Vertical Set Square Distance: A Fast and Scalable Technique to Compute Total Variation in Large Datasets.
Proceedings of the 20th International Conference on Computers and Their Applications, 2005
2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Multi-Layered Framework for Distributed Data Mining.
Proceedings of the ISCA 13th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2004
2003
Genetic Algorithm to Improve a Solution for a General Assignment Problem.
Proceedings of the 16th International Conference on Computer Applications in Industry and Engineering, 2003
2002
Multimedia Data Mining Using P-Trees.
Proceedings of the Third International Workshop on Multimedia Data Mining, 2002
Performance Improvement for Bayesian Classification on Spatial Data with P-Trees.
Proceedings of the 15th International Conference on Computer Applications in Industry and Engineering, 2002