Thiyanga S. Talagala
Thiyanga S. Talagala publishes mostly in Management Science and Operations Research, Artificial Intelligence and Signal Processing, on topics such as Forecasting Techniques and Applications, Stock Market Forecasting Methods and Time Series Analysis and Forecasting.
- World rank
- #2,465,728 of 7,710,434 ranked researchers
- Rank in Australia
- #69,645 of 140,210
- Works
- 40
- Citations
- 1.5k
- Citations per work
- 36.3
What does Thiyanga S. Talagala research?
Thiyanga S. Talagala's work is mostly in Computer Science (30%), Decision Sciences (26%), Agricultural and Biological Sciences (4%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Everything else1536.3%
- Social Sciences1229.8%
- Decision Sciences1025.7%
- Social Sciences24.1%
- Physical Sciences1229.8%
- Computer Science1229.8%
- Life Sciences24.1%
- 1Management Science and Operations Research26% of their works
- 2Artificial Intelligence16% of their works
- 3Signal Processing10% of their works
- 4Information Systems4% of their works
- 5Education4% of their works
- 6Plant Science4% of their works
Research topics
Which keywords describe Thiyanga S. Talagala's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Time Series, Machine Learning, Exponential Smoothing, Forecasting, Stock Market Prediction and Time Series Forecasting.
- R language
- Load Forecasting
- High-Throughput
- Clustering Algorithms
- Self-Organizing Maps
- Dynamic Time Warping
- Time Series Forecasting
- Forecasting
- Machine Learning
- Deep Learning
- Neural Networks
- Time Series
- Exponential Smoothing
- Stock Market Prediction
- Clustering
- Backpropagation Learning
- Time Series Analysis
- Electricity Price Forecasting
- K-means
- Materials Informatics
- Statistical Analysis
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 21 words, with their numbers
- Neural Networks264 topics
- Deep Learning224 topics
- Time Series182 topics
- Machine Learning153 topics
- Exponential Smoothing111 topic
- Forecasting111 topic
- Stock Market Prediction81 topic
- Time Series Forecasting81 topic
- Clustering71 topic
- Dynamic Time Warping71 topic
- Backpropagation Learning51 topic
- Self-Organizing Maps51 topic
- Time Series Analysis42 topics
- Clustering Algorithms21 topic
- Electricity Price Forecasting21 topic
- High-Throughput21 topic
- K-means21 topic
- Load Forecasting21 topic
- Materials Informatics21 topic
- R language21 topic
- Statistical Analysis21 topic
Where does Thiyanga S. Talagala work?
Thiyanga S. Talagala's main affiliation in the publication record is Monash University, Australia.
How many publications and citations does Thiyanga S. Talagala have?
OpenAlex counts 40 works and 1,451 citations for Thiyanga S. Talagala, an h-index of 7, ranking #2,465,728 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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