- Research works
- 42 ▼ 100% vs 2013–17
- Citations
- 5.3k 126.6 per fractional work
- Top-10% rate
- 27.8% record average 16.5%
- Open access
- 13% world 28%
Not ranked overall: Icosystem (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.
Who are the top researchers at Icosystem (United States)?
Ranked on the composite score, Eric Bonabeau lead among researchers whose main affiliation is Icosystem (United States).
- 1 Eric Bonabeau United States · #12,279 worldwide 1.2k citations · 47 works
Which keywords describe research at Icosystem (United States)?
By fractional works in all years, weighted toward what it does more of than the world: Agent-Based Modeling, Machine Learning, Evolutionary Algorithms, Artificial Intelligence, Complex Systems, Particle Swarm Optimization, Interactive Evolutionary Computation and Music Generation.
- Stock Market Prediction
- Social Networks
- Network Dynamics
- Information Management
- Distributed Control
- Creativity
- Audio Signal Classification
- Visual Analytics
- Multiobjective Optimization
- Multi-Agent Systems
- Big Data
- Engineering Design
- Innovation
- Econophysics
- Differential Evolution
- Constraint Handling
- Interactive Evolutionary Computation
- Particle Swarm Optimization
- Artificial Intelligence
- Agent-Based Modeling
- Machine Learning
- Evolutionary Algorithms
- Complex Systems
- Deep Learning
- Music Generation
- Ant Colony Optimization
- Data Mining
- Multifractal Analysis
- Decision Making
- Simulation
- Support Vector Machines
- Feature Selection
- Information Visualization
- Classification
- Competitive Intelligence
- Design Thinking
- Evacuation
- Music Information Retrieval
- Pedestrian Dynamics
- Soft Systems Methodology
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
- Machine Learning5▲ 5.5×7 topics
- Agent-Based Modeling5▲ 69×4 topics
- Evolutionary Algorithms4▲ 83×3 topics
- Artificial Intelligence4▲ 11×2 topics
- Complex Systems4▲ 59×3 topics
- Particle Swarm Optimization3▲ 66×2 topics
- Deep Learning3▲ 3.3×7 topics
- Interactive Evolutionary Computation3▲ 296×1 topic
- Music Generation3▲ 296×1 topic
- Constraint Handling3▲ 66×2 topics
- Ant Colony Optimization2▲ 106×1 topic
- Differential Evolution2▲ 91×1 topic
- Data Mining2▲ 12×3 topics
- Econophysics2▲ 126×1 topic
- Multifractal Analysis2▲ 126×1 topic
- Innovation2▲ 5.6×3 topics
- Decision Making2▲ 18×3 topics
- Engineering Design2▲ 55×3 topics
- Simulation2▲ 12×3 topics
- Big Data2▲ 6.6×2 topics
- Support Vector Machines2▲ 12×2 topics
- Multi-Agent Systems1▲ 17×3 topics
- Feature Selection1▲ 17×2 topics
- Multiobjective Optimization1▲ 55×2 topics
- Information Visualization1▲ 124×1 topic
- Visual Analytics1▲ 124×1 topic
- Classification1▲ 7.3×2 topics
- Audio Signal Classification1▲ 72×1 topic
- Competitive Intelligence1▲ 248×1 topic
- Creativity1▲ 42×1 topic
- Design Thinking1▲ 85×1 topic
- Distributed Control1▲ 19×2 topics
- Evacuation1▲ 112×1 topic
- Information Management1▲ 102×1 topic
- Music Information Retrieval1▲ 72×1 topic
- Network Dynamics1▲ 20×2 topics
- Pedestrian Dynamics1▲ 112×1 topic
- Social Networks1▲ 11×2 topics
- Soft Systems Methodology1▲ 68×1 topic
- Stock Market Prediction1▲ 86×1 topic
Which research topics does Icosystem (United States) publish most on?
By volume: Music Technology and Sound Studies, Metaheuristic Optimization Algorithms Research, Complex Systems and Time Series Analysis and Data Visualization and Analytics.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Music Technology and Sound Studies Computer Vision and Pattern Recognition 3 works
- 2 Metaheuristic Optimization Algorithms Research Artificial Intelligence 2 works
- 3 Complex Systems and Time Series Analysis Economics and Econometrics 2 works
- 4 Data Visualization and Analytics Computer Vision and Pattern Recognition 1 works
- 5 Design Education and Practice Mechanical Engineering 1 works
- 6 Evacuation and Crowd Dynamics Ocean Engineering 1 works
- 7 Stock Market Forecasting Methods Management Science and Operations Research 1 works
- 8 Music and Audio Processing Signal Processing 1 works
- 9 Technology Assessment and Management Safety, Risk, Reliability and Quality 1 works
- 10 Complex Systems and Decision Making Management Science and Operations Research 1 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: 28% of research is openly available.
World: 19% is written across borders.
How has Icosystem (United States)'s research output changed?
Output in 2018–2022 was 100% lower than in 2013–2017.
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 Cambridge
- Harvard University
- Massachusetts Institute of Technology
- Center for Astrophysics Harvard & Smithsonian
- National Bureau of Economic Research
- IIT@MIT
- World Wide Web Consortium
- Broad Institute
- Smithsonian Astrophysical Observatory
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.