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Research facility · Ibarra · Ecuador

Smart Data Analysis Systems Group

sdas-group.comROR OpenAlex
Research works
2
▲ 157% vs 2018-21
Citations
7
3.7 per fractional work
Top-10% rate
43.1%
all institutions 10.0%
Open access
54%
world 40%
International
56%
world 18%
Smart Data Analysis Systems Group

Not ranked overall: Smart Data Analysis Systems Group is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Which fields of science does Smart Data Analysis Systems Group work in?

In all years, 60% of research at Smart Data Analysis Systems Group is in Physical Sciences, 20% in Health Sciences. Its largest fields are Computer Science (30%), Engineering (15%), Environmental Science (15%).

Physical Sciences: 1 fractional works · 60.0% of its workComputer Science: 1 fractional works · 30.0% of its workEngineering: 0 fractional works · 15.0% of its workEnvironmental Science: 0 fractional works · 15.0% of its workHealth Sciences: 0 fractional works · 20.0% of its workHealth Professions: 0 fractional works · 10.0% of its workMedicine: 0 fractional works · 10.0% of its workSocial Sciences: 0 fractional works · 15.0% of its workPsychology: 0 fractional works · 10.0% of its workSocial Sciences: 0 fractional works · 5.0% of its workLife Sciences: 0 fractional works · 5.0% of its workNeuroscience: 0 fractional works · 5.0% of its workALL ITS WORKSmart DataAnalysis Systems…2fractional works, all years
Life Sciences5%Physical Sciences60%Health Sciences20%Social Sciences15%

Each ring splits the one inside it: the four domains of science, their fields. Size is fractional works in all years. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 4 domains and 8 fields, with their numbers
    1. Computer Science130.0%
    2. Engineering015.0%
    3. Environmental Science015.0%
    1. Health Professions010.0%
    2. Medicine010.0%
    1. Psychology010.0%
    2. Social Sciences05.0%
    1. Neuroscience05.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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.

Neuroscience: 3.01× its world share, 0 worksNeuroscienceComputer Science: 1.67× its world share, 0 worksComputer ScienceEngineering: 1.41× its world share, 0 worksEngineeringEnvironmental Science: 4.91× its world share, 0 worksEnvironmental ScienceHealth Professions: 4.63× its world share, 0 worksHealth ProfessionsMedicine: 0.63× its world share, 0 worksMedicinePsychology: 4.00× its world share, 0 worksPsychology1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Environmental Science, 4.9×. Every wedge is a field page.

All 7 fields, with their numbers
  1. Environmental Science4.91×0 works
  2. Health Professions4.63×0 works
  3. Psychology4.00×0 works
  4. Neuroscience3.01×0 works
  5. Computer Science1.67×0 works
  6. Engineering1.41×0 works
  7. Medicine0.63×0 works

What are the most cited papers from Smart Data Analysis Systems Group?

The most cited paper from Smart Data Analysis Systems Group is "Raspberry Pi Applications in Electronics and Control Laboratories" (Nelson Vaca, Félix García-Loro, Sergio Martín et al., 2022), with 6 citations. Next come "Factores de riesgo psicosocial, estrés postraumático y personalidad resistente en docentes de instituciones educativas del distrito 10D03" (5) and "Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture" (5).

Most cited papers
#PaperReleasedCitations
1 Raspberry Pi Applications in Electronics and Control Laboratories Nelson Vaca, Félix García-Loro, Sergio Martín et al. · 2022 IEEE Global Engineering Education Conference (EDUCON) Conference paper 28 Mar 2022 6
2 Factores de riesgo psicosocial, estrés postraumático y personalidad resistente en docentes de instituciones educativas del distrito 10D03 Sofía Jhazmin Pasquel Salazar, Aida Cecilia Placencia Galeano, José Fernando Oñate Porras et al. · REVISTA U-Mores Open access 10 Mar 2024 5
3 Pattern recognition of soldier uniforms with dilated convolutions and a modified encoder-decoder neural network architecture Manuel Eugenio Morocho-Cayamcela, Wansu Lim · Applied Artificial Intelligence Open access Apr 2021 5
4 Nanobubbles Generation System for Bacteria Removal in Water through Hydrodynamic Cavitation Julio Guerra, Jorge Lechón, Luis G Mosquera et al. Conference paper 15 Oct 2024 3
5 Eliminación de Candida Albicans por medios físicos y químicos de desinfección. Revisión de la Literatura. Daniela Fernanda San Martin Andrade, Fernanda Nataly González Andrade, Ivan Bolivar Valladolid Zhizhingo et al. Book chapterOpen access 12 Jan 2026 0
All 8 most cited papers, with filters and sorting

Which research topics does Smart Data Analysis Systems Group publish most on?

By volume in 2022-now: Minerals Flotation and Separation Techniques, Occupational Health and Burnout, Aging, Health, and Disability and Stress and Burnout Research.

Minerals Flotation and Separation Techniques: 0 fractional worksOccupational Health and Burnout: 0 fractional worksAging, Health, and Disab…0Aging, Health, and Disability: 0 fractional worksStress and Burnout Resea…0Stress and Burnout Research: 0 fractional worksAI in cancer detection0AI in cancer detection: 0 fractional worksBrain Tumor Detection and Classification: 0 fractional worksSensor Technology and Measurement Systems: 0 fractional worksIndustrial Automation and Control Systems: 0 fractional worksExperimental Learning in Engineering: 0 fractional worksMedical Imaging and Analysis: 0 fractional works
Water Science and TechnologyOccupational TherapyPublic Health, Environmental and Occupational HealthSocial Psychology6 others

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

  1. 1 Minerals Flotation and Separation Techniques Water Science and Technology 0 works
  2. 2 Occupational Health and Burnout Occupational Therapy 0 works
  3. 3 Aging, Health, and Disability Public Health, Environmental and Occupational Health 0 works
  4. 4 Stress and Burnout Research Social Psychology 0 works
  5. 5 AI in cancer detection Artificial Intelligence 0 works
  6. 6 Brain Tumor Detection and Classification Neurology 0 works
  7. 7 Sensor Technology and Measurement Systems Computer Networks and Communications 0 works
  8. 8 Industrial Automation and Control Systems Control and Systems Engineering 0 works
  9. 9 Experimental Learning in Engineering Media Technology 0 works
  10. 10 Medical Imaging and Analysis Biomedical Engineering 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 available54.4%not open45.6%

World: 40% of research is openly available.

with international co-authors56.1%domestic only43.9%

World: 18% is written across borders.

How has Smart Data Analysis Systems Group's research output changed?

Output in 2022-2025 was 157% higher than in 2018-2021.

Other research institutions in Ibarra

All research institutions in Ibarra

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

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