Instituto Tecnológico de Tijuana
In research, Instituto Tecnológico de Tijuana stands highest in Computer Science (#1,518 of 4,417 worldwide), Artificial Intelligence (#692 of 1,862 worldwide) and Physical Sciences (#5,838 of 10,670 worldwide), 2022-now. Relative to its size it is most specialised in Artificial Intelligence, Control and Systems Engineering and Computer Science (Artificial Intelligence is 10.6× its share of world research).
- World rank, 2022-now
- #8,119 of 22,385 · #16,706 all time
- Rank in Mexico
- #85 of 232
- Research works
- 1.9k ▼ 27% vs 2018-21
- Citations
- 28k 14.8 per fractional work
- Top-10% rate
- 6.0% all institutions 10.0%
- vs its own fields
- 0.95× 1.00× is exactly expected
- Open access
- 20% world 40%
- International
- 16% world 18%
What is Instituto Tecnológico de Tijuana known for in research?
The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Computer ScienceField | #1,518 of 4,417 | 7.4% | 127 | #1571 | |
| Artificial IntelligenceSubfield | #692 of 1,862 | 7.6% | 90 | #699 | |
| Physical SciencesDomain | #5,838 of 10,670 | 6.5% | 238 | #15900 |
Each strip is that field's whole ranked pool, with the notch where Instituto Tecnológico de Tijuana sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).
Which of those standings moved
The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.
- Computer Science#1,571 #1,518
- Artificial Intelligence#699 #692
- Physical Sciences#15,900 #5,838
A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.
Which fields of science does Instituto Tecnológico de Tijuana work in?
In 2022-now, 68% of research at Instituto Tecnológico de Tijuana is in Physical Sciences, 13% in Social Sciences. Its largest fields are Computer Science (36%), Engineering (17%), Medicine (9%). It does 1.7× the world's share of Physical Sciences.
Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. 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 26 fields, with their numbers
- Physical Sciences25868.5%
- Computer Science13535.9%
- Engineering6316.6%
- Materials Science154.1%
- Mathematics153.8%
- Environmental Science123.2%
- Chemistry102.5%
- Energy41.0%
- Physics and Astronomy30.8%
- Earth and Planetary Sciences10.3%
- Chemical Engineering10.2%
- Social Sciences4913.0%
- Social Sciences133.5%
- Business, Management and Accounting112.8%
- Decision Sciences102.7%
- Psychology82.2%
- Economics, Econometrics and Finance61.5%
- Arts and Humanities10.2%
- Health Sciences4311.3%
- Medicine338.7%
- Health Professions102.5%
- Nursing00.1%
- Dentistry00.1%
- Veterinary00.0%
- Life Sciences277.2%
What does Instituto Tecnológico de Tijuana specialise in?
Where its research is concentrated relative to its size: Artificial Intelligence takes 10.6× the share of its output that it takes of world research.
- Artificial IntelligenceSubfield · 96.8 works11×
- Control and Systems EngineeringSubfield · 20.0 works4.9×
- Computer ScienceField · 135.4 works4.6×
Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.
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.
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.6×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science4.61×135 works
- Mathematics3.27×14 works
- Decision Sciences2.78×10 works
- Chemistry1.61×10 works
- Materials Science1.17×15 works
- Engineering1.11×63 works
- Energy1.10×4 works
- Health Professions0.96×10 works
- Neuroscience0.93×6 works
- Business, Management and Accounting0.88×11 works
- Economics, Econometrics and Finance0.72×6 works
- Psychology0.71×8 works
- Environmental Science0.64×12 works
- Agricultural and Biological Sciences0.56×10 works
- Biochemistry, Genetics and Molecular Biology0.52×10 works
- Chemical Engineering0.51×1 works
- Medicine0.45×33 works
- Physics and Astronomy0.36×3 works
- Pharmacology, Toxicology and Pharmaceutics0.34×0 works
- Social Sciences0.28×13 works
- Earth and Planetary Sciences0.21×1 works
- Nursing0.17×0 works
- Immunology and Microbiology0.14×0 works
- Dentistry0.12×0 works
- Veterinary0.11×0 works
- Arts and Humanities0.08×1 works
- Computer Science 4.6×
- Mathematics 3.3×
- Decision Sciences 2.8×
- Chemistry 1.6×
- Materials Science 1.2×
- Engineering 1.1×
- Energy 1.1×
- Health Professions 1.0×
- Neuroscience 0.9×
- Business, Management and Accounting 0.9×
- Economics, Econometrics and Finance 0.7×
- Psychology 0.7×
- Environmental Science 0.6×
- Agricultural and Biological Sciences 0.6×
- Biochemistry, Genetics and Molecular Biology 0.5×
- Chemical Engineering 0.5×
- Medicine 0.5×
- Physics and Astronomy 0.4×
- Pharmacology, Toxicology and Pharmaceutics 0.3×
- Social Sciences 0.3×
- Earth and Planetary Sciences 0.2×
- Nursing 0.2×
- Immunology and Microbiology 0.1×
- Dentistry 0.1×
- Veterinary 0.1×
- Arts and Humanities 0.1×
Who are the top researchers at Instituto Tecnológico de Tijuana?
Ranked on the quality score, Mara Beltrán‐Gastélum, Juan R. Castro and Patricia Melín lead among researchers whose main affiliation is Instituto Tecnológico de Tijuana.
- 1
Mara Beltrán‐Gastélum
Mexico · #756,311 worldwide 1.2k citations · 25 works
- 2
Juan R. Castro
Mexico · #1,083,604 worldwide 4.8k citations · 171 works
- 3
Patricia Melín
Mexico · #1,727,198 worldwide 23k citations · 1,166 works
- 4
Fevrier Valdez
Mexico · #1,910,562 worldwide 6.2k citations · 322 works
- 5
Oscar Castillo
Mexico · #2,031,870 worldwide 29k citations · 1,481 works
- 6
Leticia Amador-Angulo
Mexico · #2,050,089 worldwide 1.2k citations · 36 works
- 7
Emanuel Ontiveros-Robles
Mexico · #2,098,164 worldwide 965 citations · 31 works
- 8
Olivia D. Mendoza
Mexico · #2,109,461 worldwide 2k citations · 64 works
- 9
Daniela Cristina Zambrano Sánchez
Mexico · #2,255,623 worldwide 1.6k citations · 96 works
- 10
Cinthia Peraza
Mexico · #2,606,518 worldwide 694 citations · 47 works
Which keywords describe research at Instituto Tecnológico de Tijuana?
By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Pattern Recognition, System Identification, Control Systems, Fuzzy Logic Systems, Type-2 Fuzzy Sets and Neural Networks.
- TOPSIS
- Analytic Hierarchy Process
- Multi-Agent Systems
- Sliding Mode Control
- Path Planning
- Adaptive Control
- Genetic Programming
- Multiobjective Optimization
- Fuzzy Differential Equations
- Classification
- Feature Selection
- Differential Evolution
- Metaheuristics
- Self-Organizing Maps
- Constraint Handling
- Particle Swarm Optimization
- Type-2 Fuzzy Sets
- Neural Networks
- Control Systems
- Deep Learning
- Machine Learning
- Pattern Recognition
- System Identification
- Fuzzy Logic Systems
- Evolutionary Algorithms
- Artificial Neural Networks
- Backpropagation Learning
- Ant Colony Optimization
- Global Optimization
- Firefly Algorithm
- Optimization
- Fractional Calculus
- Uncertainty Theory
- Convolutional Neural Networks
- Symbolic Regression
- Feature Extraction
- Feedback Control
- Nonlinear Systems
- Fuzzy Sets
- Neural Network
Size is fractional works in 2022-now 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
- Machine Learning66▲ 5.2×51 topics
- Deep Learning56▲ 4.3×46 topics
- Pattern Recognition36▲ 152×3 topics
- Control Systems36▲ 52×3 topics
- System Identification36▲ 258×2 topics
- Neural Networks36▲ 6.2×21 topics
- Fuzzy Logic Systems36▲ 603×1 topic
- Type-2 Fuzzy Sets36▲ 603×1 topic
- Evolutionary Algorithms28▲ 71×4 topics
- Particle Swarm Optimization22▲ 50×3 topics
- Artificial Neural Networks20▲ 12×4 topics
- Constraint Handling19▲ 64×2 topics
- Backpropagation Learning19▲ 68×1 topic
- Self-Organizing Maps19▲ 68×1 topic
- Ant Colony Optimization18▲ 91×2 topics
- Metaheuristics18▲ 59×2 topics
- Global Optimization18▲ 90×2 topics
- Differential Evolution18▲ 68×1 topic
- Firefly Algorithm18▲ 135×1 topic
- Feature Selection15▲ 19×5 topics
- Optimization14▲ 7.9×8 topics
- Classification13▲ 7.7×8 topics
- Fractional Calculus12▲ 55×2 topics
- Fuzzy Differential Equations11▲ 262×1 topic
- Uncertainty Theory11▲ 262×1 topic
- Multiobjective Optimization10▲ 49×2 topics
- Convolutional Neural Networks10▲ 3.5×10 topics
- Genetic Programming9▲ 112×1 topic
- Symbolic Regression9▲ 112×1 topic
- Adaptive Control8▲ 17×5 topics
- Feature Extraction8▲ 4.9×8 topics
- Path Planning8▲ 17×2 topics
- Feedback Control8▲ 12×4 topics
- Sliding Mode Control7▲ 27×2 topics
- Nonlinear Systems6▲ 7.6×4 topics
- Multi-Agent Systems6▲ 8.7×5 topics
- Fuzzy Sets6▲ 27×2 topics
- Analytic Hierarchy Process5▲ 26×1 topic
- Neural Network5▲ 8.0×5 topics
- TOPSIS5▲ 36×1 topic
Which research topics does Instituto Tecnológico de Tijuana publish most on?
By volume in 2022-now: Fuzzy Logic and Control Systems, Neural Networks and Applications, Metaheuristic Optimization Algorithms Research and Fuzzy Systems and Optimization.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Fuzzy Logic and Control Systems Artificial Intelligence 36 works
- 2 Neural Networks and Applications Artificial Intelligence 19 works
- 3 Metaheuristic Optimization Algorithms Research Artificial Intelligence 18 works
- 4 Fuzzy Systems and Optimization Statistics and Probability 11 works
- 5 Evolutionary Algorithms and Applications Artificial Intelligence 9 works
- 6 Multi-Criteria Decision Making Management Science and Operations Research 5 works
- 7 Robotic Path Planning Algorithms Computer Vision and Pattern Recognition 5 works
- 8 Business, Innovation, and Economy Economics and Econometrics 4 works
- 9 Adaptive Control of Nonlinear Systems Control and Systems Engineering 4 works
- 10 Artificial Intelligence in Healthcare Health Information Management 4 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.
World: 40% of research is openly available.
World: 18% is written across borders.
How has Instituto Tecnológico de Tijuana's research output changed?
Output in 2022-2025 was 27% lower than in 2018-2021.
The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.
Its share of all research
Growing output can still be a shrinking share: all of science grows. This is Instituto Tecnológico de Tijuana as a percentage of every work published that year, 0.0013% in 2024.
Fractional works of Instituto Tecnológico de Tijuana over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Year by year, against all institutions in the same year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 16.4% in 2006.
Other research institutions in Tijuana
- Regenerative Medicine Institute
- Universidad de Tijuana
- Xochicalco University
- CODET Vision Institute
- Universidad del Desarrollo Profesional
- Oasis of Hope Hospital
- Universidad de las Californias
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
Discussion
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