Kate Smith‐Miles
Kate Smith‐Miles publishes mostly in Artificial Intelligence, Information Systems and Industrial and Manufacturing Engineering, on topics such as Metaheuristic Optimization Algorithms Research, Data Mining Algorithms and Applications and Neural Networks and Applications.
- World rank
- #117,227 of 1,633,909 ranked researchers
- Rank in Australia
- #3,289 of 35,497
- Works
- 79
- Citations
- 426
- Citations per work
- 5.4
What does Kate Smith‐Miles research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Information Systems15% of their works
- 3Industrial and Manufacturing Engineering9% of their works
- 4Computer Vision and Pattern Recognition7% of their works
- 5Computer Networks and Communications6% of their works
- 6Civil and Structural Engineering6% of their works
Research topics
- Metaheuristic Optimization Algorithms Research
- Data Mining Algorithms and Applications
- Neural Networks and Applications
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
- Advanced Multi-Objective Optimization Algorithms
- Web Data Mining and Analysis
- Water Systems and Optimization
Which keywords describe Kate Smith‐Miles's research?
The keywords of their largest research topics: Evolutionary Algorithms, Particle Swarm Optimization, Ant Colony Optimization, Data Mining, Deep Learning, Differential Evolution, Frequent Patterns and Neural Networks.
- Web Data Extraction
- Water Distribution Networks
- Multiobjective Optimization
- Unsupervised
- Noisy Labels
- Backpropagation Learning
- Neural Networks
- Differential Evolution
- Data Mining
- Particle Swarm Optimization
- Evolutionary Algorithms
- Ant Colony Optimization
- Deep Learning
- Frequent Patterns
- Anomaly Detection
- Hyperparameter Optimization
- Self-Organizing Maps
- Leak Detection
- Surrogate Modeling
- Web Crawling
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.
All 20 words, with their numbers
- Evolutionary Algorithms112 topics
- Particle Swarm Optimization112 topics
- Ant Colony Optimization81 topic
- Data Mining81 topic
- Deep Learning82 topics
- Differential Evolution81 topic
- Frequent Patterns81 topic
- Neural Networks82 topics
- Anomaly Detection41 topic
- Backpropagation Learning41 topic
- Hyperparameter Optimization41 topic
- Noisy Labels41 topic
- Self-Organizing Maps41 topic
- Unsupervised41 topic
- Leak Detection31 topic
- Multiobjective Optimization31 topic
- Surrogate Modeling31 topic
- Water Distribution Networks31 topic
- Web Crawling31 topic
- Web Data Extraction31 topic
Where does Kate Smith‐Miles work?
Kate Smith‐Miles's main affiliation in the publication record is Monash University, Australia.
How many publications and citations does Kate Smith‐Miles have?
Science Explorer counts 79 works and 426 citations for Kate Smith‐Miles, ranking #117,227 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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.
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