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Company · Oakland · United States

Pandora (United States)

pandora.comROR OpenAlex
Research works
77
▲ 40% vs 2013–17
Citations
711
9.2 per fractional work
Top-10% rate
4.4%
record average 16.5%
Open access
47%
world 28%

Not ranked overall: Pandora (United States) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Biochemistry, Genetics and Molecular Biology: 0.66× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 3.07× its world share, 1 worksNeuroscienceChemistry: 0.37× its world share, 0 worksChemistryComputer Science: 4.49× its world share, 7 worksComputer ScienceEarth and Planetary Sciences: 1.68× its world share, 0 worksEarth and Planetary …Engineering: 0.02× its world share, 0 worksEngineeringMathematics: 0.75× its world share, 0 worksMathematicsPhysics and Astronomy: 1.19× its world share, 0 worksPhysics and AstronomyMedicine: 0.41× its world share, 2 worksMedicineArts and Humanities: 0.49× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 3.83× its world share, 2 worksBusiness, Management…Decision Sciences: 2.69× its world share, 0 worksDecision SciencesEconomics, Econometrics and Finance: 2.74× its world share, 1 worksEconomics, Econometr…Psychology: 0.72× its world share, 0 worksPsychologySocial Sciences: 1.36× its world share, 3 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.5×. Every wedge is a field page.

Who are the top researchers at Pandora (United States)?

Ranked on the composite score, Eric H. Sorensen lead among researchers whose main affiliation is Pandora (United States).

  1. 1 Eric H. Sorensen United States · #1,373,280 worldwide 44 citations · 17 works
All ranked researchers at Pandora (United States)

Which keywords describe research at Pandora (United States)?

By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Convolutional Neural Networks, Neural Networks, Feature Extraction, Audio Signal Classification, Music Information Retrieval, Artificial Intelligence and Interactive Evolutionary Computation.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Deep Learning12▲ 7.1×12 topics
  2. Convolutional Neural Networks6▲ 20×3 topics
  3. Neural Networks6▲ 7.2×4 topics
  4. Feature Extraction5▲ 25×2 topics
  5. Audio Signal Classification5▲ 203×1 topic
  6. Music Information Retrieval5▲ 203×1 topic
  7. Machine Learning5▲ 2.8×10 topics
  8. Artificial Intelligence4▲ 5.8×3 topics
  9. Interactive Evolutionary Computation3▲ 170×1 topic
  10. Music Generation3▲ 170×1 topic
  11. Collaborative Filtering3▲ 170×1 topic
  12. Matrix Factorization3▲ 170×1 topic
  13. Consumer Behavior3▲ 9.4×3 topics
  14. Identity2▲ 4.2×8 topics
  15. Marketing Strategies2▲ 28×2 topics
  16. E-commerce2▲ 9.9×2 topics
  17. Mental Health2▲ 2.5×8 topics
  18. Online Advertising2▲ 94×1 topic
  19. Retail Economics2▲ 94×1 topic
  20. Gender Differences2▲ 8.1×3 topics
  21. Constitutional Law2▲ 19×4 topics
  22. Deep Neural Networks2▲ 39×2 topics
  23. Neural Mechanisms2▲ 23×2 topics
  24. Auditory Cortex2▲ 66×1 topic
  25. Financial Performance2▲ 7.8×4 topics
  26. History2▲ 2.9×6 topics
  27. Temporal Processing2▲ 89×1 topic
  28. Audio-Visual Speech Recognition2▲ 39×1 topic
  29. Speech Enhancement2▲ 39×1 topic
  30. Asset Pricing2▲ 14×1 topic
  31. Cultural Studies2▲ 5.2×5 topics
  32. Stock Returns2▲ 39×1 topic
  33. Hidden Markov Models1▲ 25×2 topics
  34. Leadership Development1▲ 40×2 topics
  35. Shareholder Value1▲ 19×2 topics
  36. Acoustic Modeling1▲ 47×1 topic
  37. Cash Flow Valuation1▲ 48×1 topic
  38. Economic Value Added1▲ 48×1 topic
  39. Firm Performance1▲ 9.9×2 topics
  40. Speaker Verification1▲ 47×1 topic

Which research topics does Pandora (United States) publish most on?

By volume in 2022–2025: Music and Audio Processing, Music Technology and Sound Studies, Consumer Market Behavior and Pricing and Speech and Audio Processing.

Music and Audio Processing: 2 fractional worksMusic Technology and Sound Studies: 2 fractional worksConsumer Market Behavior and Pricing: 1 fractional worksSpeech and Audio Process…1Speech and Audio Processing: 1 fractional worksComputability, Logic, AI…1Computability, Logic, AI Algorithms: 1 fractional worksNeuroscience and Music Perception: 1 fractional worksAdministrative Law and Governance: 0 fractional worksFinancial Markets and Investment Strategies: 0 fractional worksInnovation, Sustainability, Human-Machine Systems: 0 fractional worksStock Market Forecasting Methods: 0 fractional works
Signal ProcessingComputer Vision and Pattern RecognitionMarketingComputational Theory and Mathematics5 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Music and Audio Processing Signal Processing 2 works
  2. 2 Music Technology and Sound Studies Computer Vision and Pattern Recognition 2 works
  3. 3 Consumer Market Behavior and Pricing Marketing 1 works
  4. 4 Speech and Audio Processing Signal Processing 1 works
  5. 5 Computability, Logic, AI Algorithms Computational Theory and Mathematics 1 works
  6. 6 Neuroscience and Music Perception Cognitive Neuroscience 1 works
  7. 7 Administrative Law and Governance Political Science and International Relations 0 works
  8. 8 Financial Markets and Investment Strategies Finance 0 works
  9. 9 Innovation, Sustainability, Human-Machine Systems Sociology and Political Science 0 works
  10. 10 Stock Market Forecasting Methods Management Science and Operations Research 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available46.6%not open53.4%

World: 28% of research is openly available.

with international co-authors37.1%domestic only62.9%

World: 19% is written across borders.

How has Pandora (United States)'s research output changed?

Output in 2018–2022 was 40% higher than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Oakland

All research institutions in Oakland

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.