Matthew E. P. Davies
Matthew E. P. Davies publishes mostly in Signal Processing, Computer Vision and Pattern Recognition and Cognitive Neuroscience, on topics such as Music and Audio Processing, Music Technology and Sound Studies and Speech and Audio Processing.
- World rank
- #1,007,539 of 1,633,909 ranked researchers
- Rank in Portugal
- #5,211 of 9,113
- Works
- 29
- Citations
- 67
- Citations per work
- 2.3
What does Matthew E. P. Davies research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Signal Processing42% of their works
- 2Computer Vision and Pattern Recognition30% of their works
- 3Cognitive Neuroscience10% of their works
- 4Artificial Intelligence4% of their works
- 5Experimental and Cognitive Psychology4% of their works
- 6Biomedical Engineering4% of their works
Research topics
Which keywords describe Matthew E. P. Davies's research?
The keywords of their largest research topics: Deep Learning, Feature Extraction, Human-Computer Interaction, Audio Signal Classification, Music Information Retrieval, Interactive Evolutionary Computation, Music Generation and Audio-Visual Speech Recognition.
- Hyperparameter Optimization
- Cognitive Decline
- Multimodal Data
- Acoustic Metamaterials
- Auditory Cortex
- Audio-Visual Speech Recognition
- Interactive Evolutionary Computation
- Audio Signal Classification
- Feature Extraction
- Deep Learning
- Human-Computer Interaction
- Music Information Retrieval
- Music Generation
- Speech Enhancement
- Temporal Processing
- Emotion Recognition
- Phononic Crystals
- Hearing Loss
- Noisy Labels
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 19 words, with their numbers
- Deep Learning223 topics
- Feature Extraction162 topics
- Human-Computer Interaction152 topics
- Audio Signal Classification141 topic
- Music Information Retrieval141 topic
- Interactive Evolutionary Computation131 topic
- Music Generation131 topic
- Audio-Visual Speech Recognition61 topic
- Speech Enhancement61 topic
- Auditory Cortex41 topic
- Temporal Processing41 topic
- Acoustic Metamaterials21 topic
- Emotion Recognition21 topic
- Multimodal Data21 topic
- Phononic Crystals21 topic
- Cognitive Decline11 topic
- Hearing Loss11 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
Where does Matthew E. P. Davies work?
Matthew E. P. Davies's main affiliation in the publication record is INESC TEC, Portugal.
How many publications and citations does Matthew E. P. Davies have?
Science Explorer counts 29 works and 67 citations for Matthew E. P. Davies, ranking #1,007,539 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.