Research in Kottayam
Science Explorer records 1 research institutions in Kottayam. The highest-ranked on research quality in 2022–2025 are Amal Jyothi College of Engineering.
- Research institutions
- 1 1 of them ranked worldwide
- Research works
- 803 ▲ 39% vs 2013–17
- Top-10% rate, 2022–2025
- 8.1% record average 16.5%
A city carries no overall standing here. The composite score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.
Which research institutions are in Kottayam?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | Amal Jyothi College of EngineeringUniversity | 803 | #15,806 |
By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.
What is Kottayam strongest at in research?
Relative to its size, research in Kottayam is most concentrated in Computer Vision and Pattern Recognition (7.8× the world share in Computer Vision and Pattern Recognition).
- Computer Vision and Pattern RecognitionSubfield · 21.6 works7.8×
Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.
Which keywords describe research in Kottayam?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Mechanical Properties, Convolutional Neural Networks, IoT, Neural Networks, Environmental Monitoring and Image Processing.
- Security Analysis
- Medical Diagnosis
- Human-Computer Interaction
- MRI
- Computer Vision
- Recycling
- Convolutional Neural Network
- Smart Farming
- Image Segmentation
- Security
- Graphene
- Nanomaterials
- Wireless Sensor Networks
- Internet of Things
- Classification
- Feature Extraction
- Nanocomposites
- IoT
- Mechanical Properties
- Machine Learning
- Deep Learning
- Neural Networks
- Convolutional Neural Networks
- Environmental Monitoring
- Biomedical Applications
- Image Processing
- Microstructure
- Medical Imaging
- Healthcare
- Renewable Energy
- Transfer Learning
- Feature Selection
- Plant Disease Detection
- Hyperspectral Imaging
- Smart Home
- Brain Tumor
- IoT Security
- Big Data Analytics
- Classification Models
- Machine Vision
Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this city'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
- Deep Learning50▲ 6.7×48 topics
- Machine Learning28▲ 3.9×31 topics
- Neural Networks13▲ 3.8×19 topics
- Mechanical Properties13▲ 6.0×19 topics
- Convolutional Neural Networks11▲ 7.0×12 topics
- IoT10▲ 12×10 topics
- Environmental Monitoring9▲ 10×4 topics
- Nanocomposites8▲ 4.7×12 topics
- Biomedical Applications8▲ 3.1×15 topics
- Feature Extraction8▲ 7.8×8 topics
- Image Processing8▲ 8.1×7 topics
- Classification7▲ 6.9×6 topics
- Microstructure7▲ 6.0×11 topics
- Internet of Things7▲ 3.6×10 topics
- Medical Imaging7▲ 6.0×5 topics
- Wireless Sensor Networks7▲ 6.8×7 topics
- Healthcare7▲ 2.7×6 topics
- Nanomaterials7▲ 2.9×11 topics
- Renewable Energy7▲ 2.1×10 topics
- Graphene6▲ 4.2×7 topics
- Transfer Learning6▲ 15×2 topics
- Security6▲ 4.1×9 topics
- Feature Selection5▲ 11×3 topics
- Image Segmentation5▲ 19×3 topics
- Plant Disease Detection5▲ 21×1 topic
- Smart Farming5▲ 19×1 topic
- Hyperspectral Imaging5▲ 7.5×4 topics
- Convolutional Neural Network4▲ 13×2 topics
- Smart Home4▲ 12×2 topics
- Recycling4▲ 5.1×7 topics
- Brain Tumor4▲ 26×1 topic
- Computer Vision4▲ 6.5×3 topics
- IoT Security4▲ 5.6×3 topics
- MRI4▲ 21×1 topic
- Big Data Analytics4▲ 7.9×2 topics
- Human-Computer Interaction4▲ 9.7×3 topics
- Classification Models4▲ 18×1 topic
- Medical Diagnosis4▲ 17×1 topic
- Machine Vision4▲ 7.1×5 topics
- Security Analysis3▲ 8.7×2 topics
What research is done in Kottayam?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Smart Agriculture and AI Plant Science 5 works
- 2 Brain Tumor Detection and Classification Neurology 4 works
- 3 Artificial Intelligence in Healthcare Health Information Management 4 works
- 4 Tactile and Sensory Interactions Cognitive Neuroscience 3 works
- 5 Speech and Audio Processing Signal Processing 3 works
- 6 EEG and Brain-Computer Interfaces Cognitive Neuroscience 2 works
- 7 IoT-based Smart Home Systems Electrical and Electronic Engineering 2 works
- 8 COVID-19 diagnosis using AI Radiology, Nuclear Medicine and Imaging 2 works
- 9 Advanced Steganography and Watermarking Techniques Computer Vision and Pattern Recognition 2 works
- 10 Retinal Imaging and Analysis Radiology, Nuclear Medicine and Imaging 2 works
Research output over time
The same series as a ribbon — one cell per year, darker for more.