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Researcher · INESC TEC · Portugal

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.

ORCID 0000-0002-1315-3992 OpenAlex
World rank
#1,495,302
of 7,710,434 ranked researchers
Rank in Portugal
#6,167
of 41,760
Works
99
Citations
1.8k
Citations per work
18.1
h-index
22
i10-index 38Top 9.2% in Signal Processing
Matthew E. P. Davies

What does Matthew E. P. Davies research?

Matthew E. P. Davies's work is mostly in Computer Science (84%), Neuroscience (9%), Arts and Humanities (1%).

Physical Sciences: 83 works · 84.1% of their workComputer Science: 83 works · 84.1% of their workSignal Processing: 50 works · 50.5% of their workComputer Vision and Pattern Recognition: 30 works · 30.0% of their workArtificial Intelligence: 4 works · 3.6% of their workLife Sciences: 9 works · 9.4% of their workNeuroscience: 9 works · 9.4% of their workCognitive Neuroscience: 9 works · 9.4% of their workEverything else: 5 works · 5.1% of their workSocial Sciences: 1 works · 1.4% of their workArts and Humanities: 1 works · 0.7% of their workLanguage and Linguistics: 1 works · 0.7% of their workPsychology: 1 works · 0.7% of their workExperimental and Cognitive Psychology: 1 works · 0.7% of their workTHEIR WORKMatthew E. P.Davies99works
Life Sciences9%Physical Sciences84%Social Sciences1%

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
    1. Computer Science8384.1%
    1. Neuroscience99.4%
  3. Everything else55.1%
    1. Arts and Humanities10.7%
    2. Psychology10.7%
  1. 1Signal Processing50% of their works
  2. 2Computer Vision and Pattern Recognition30% of their works
  3. 3Cognitive Neuroscience9% of their works
  4. 4Artificial Intelligence4% of their works
  5. 5Language and Linguistics1% of their works
  6. 6Experimental and Cognitive Psychology1% of their works

Research topics

Which keywords describe Matthew E. P. Davies's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Audio Signal Classification, Music Information Retrieval, Machine Learning, Interactive Evolutionary Computation, Music Generation and Audio-Visual Speech Recognition.

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
  1. Deep Learning1403 topics
  2. Convolutional Neural Networks902 topics
  3. Audio Signal Classification851 topic
  4. Music Information Retrieval851 topic
  5. Machine Learning762 topics
  6. Interactive Evolutionary Computation741 topic
  7. Music Generation741 topic
  8. Audio-Visual Speech Recognition531 topic
  9. Speech Enhancement531 topic
  10. Auditory Cortex231 topic
  11. Temporal Processing231 topic
  12. Acoustic Modeling51 topic
  13. Deep Neural Networks51 topic
  14. Content-Based Retrieval41 topic
  15. Video Summarization41 topic
  16. Cognitive Decline31 topic
  17. Hearing Loss31 topic
  18. Active Learning21 topic
  19. Semi-Supervised Learning21 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?

OpenAlex counts 99 works and 1,796 citations for Matthew E. P. Davies, an h-index of 22, ranking #1,495,302 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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