Damminda Alahakoon
Control and Systems Engineering · 2000–2019
A researcher in the Science corpus: 6 papers; trusts 16 researchers and is trusted by 17 researchers here, as inferred from the citation graph.
Subfields
- Control and Systems Engineering — 15 citations into it; #5,282 of 8,257 by trust here, #5,227 by citations
- Artificial Intelligence — 14 citations into it; #12,511 of 35,345 by trust here, #15,542 by citations
- Electrical and Electronic Engineering — 14 citations into it; #9,050 of 16,539 by trust here, #11,641 by citations
- Automotive Engineering — 6 citations into it
- Signal Processing — 6 citations into it
Whom Damminda Alahakoon trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Teuvo Kohonen
- A. Nizar
- Jeffrey L. Elman
- David Hilton Wolpert
- M. Maloof
- Ian T. Jolliffe
- Marc Strickert
- Nathalie Japkowicz
- C. Drummond
- Ludmila I. Kuncheva
Who trusts Damminda Alahakoon overall
- Upuli Gunasinghe
- Yi Wang
- Charu C. Aggarwal
- Johan L. Perols
- Anish Jindal
- Qixin Chen
- Leman Akoglu
- Tomás Borovicka
- John Awoyemi
- Amit Dua
Papers from Damminda Alahakoon's perspective
Ordered by how strongly the researchers Damminda Alahakoon trusts endorse each paper. Same corpus, a different order for every researcher.
- UCI Repository of machine learning databases
- SMOTE: Synthetic Minority Over-sampling Technique
- Long Short-Term Memory
- The self-organizing map
- Original Contribution: Stacked generalization
- MetaCost: a general method for making classifiers cost-sensitive
- Human-level control through deep reinforcement learning
- Support-Vector Networks
- C4.5, Class Imbalance, and Cost Sensitivity: Why Under-Sampling beats Over-Sampling
- Speech recognition with deep recurrent neural networks
Their papers
- Sequence learning using the adaptive suffix trie algorithm (2012) — 5 citations
- Optimizing rooftop photovoltaic distributed generation with battery storage for peer-to-peer energy trading (2018) — 259 citations
- Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey (2016) — 534 citations
- Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management (2019) — 246 citations
- Minority report in fraud detection: classification of skewed data (2004) — 660 citations
- Dynamic self-organizing maps with controlled growth for knowledge discovery (2000) — 564 citations