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University · Kottayam · ??

Amal Jyothi College of Engineering

In research, Amal Jyothi College of Engineering stands highest in Physical Sciences (#8,803 of 12,888 worldwide) and Engineering (#5,804 of 6,636 worldwide), 2022–2025. Relative to its size it is most specialised in Computer Vision and Pattern Recognition — Computer Vision and Pattern Recognition is 7.8× its share of world research.

amaljyothi.ac.inROR OpenAlex
World rank, 2022–2025
#15,806
of 28,054 · #24,755 all time
Rank in ??
#302
of 692
Research works
803
▲ 39% vs 2013–17
Citations
4.5k
5.7 per fractional work
Top-10% rate
8.1%
record average 16.5%
Open access
53%
world 28%

What is Amal Jyothi College of Engineering known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #8,803 of 12,888 6.6%165 #14060
EngineeringField #5,804 of 6,636 7.3%73 #9581

Each strip is that field’s whole ranked pool, with the notch where Amal Jyothi College of Engineering 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 world mark, because the world rate differs by field (from about 6% to 21% in this record).

What does Amal Jyothi College of Engineering specialise in?

Where its research is concentrated relative to its size: Computer Vision and Pattern Recognition takes 7.8× the share of its output that it takes of world research.

  1. Computer Vision and Pattern RecognitionSubfield · 21.6 works7.8×
← less than its size predicts1×more →

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.

Agricultural and Biological Sciences: 0.73× its world share, 8 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.22× its world share, 3 worksBiochemistry, Geneti…Neuroscience: 2.61× its world share, 9 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.47× its world share, 0 worksPharmacology, Toxico…Chemical Engineering: 0.15× its world share, 0 worksChemical EngineeringChemistry: 1.03× its world share, 4 worksChemistryComputer Science: 3.04× its world share, 52 worksComputer ScienceEnergy: 3.28× its world share, 7 worksEnergyEngineering: 2.23× its world share, 73 worksEngineeringEnvironmental Science: 1.28× its world share, 14 worksEnvironmental ScienceMaterials Science: 1.95× its world share, 15 worksMaterials SciencePhysics and Astronomy: 0.18× its world share, 1 worksPhysics and AstronomyDentistry: 0.27× its world share, 0 worksDentistryHealth Professions: 1.03× its world share, 6 worksHealth ProfessionsMedicine: 0.30× its world share, 13 worksMedicineArts and Humanities: 0.05× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.24× its world share, 2 worksBusiness, Management…Decision Sciences: 0.95× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 0.20× its world share, 1 worksEconomics, Econometr…Psychology: 0.94× its world share, 6 worksPsychologySocial Sciences: 0.14× its world share, 4 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Energy, 3.3×. Every wedge is a field page.

Who are the top researchers at Amal Jyothi College of Engineering?

Ranked on the composite score, S. N. Kumar lead among researchers whose main affiliation is Amal Jyothi College of Engineering.

  1. 1 S. N. Kumar ?? · #1,496,580 worldwide 16 citations · 27 works
All ranked researchers at Amal Jyothi College of Engineering

Which keywords describe research at Amal Jyothi College of Engineering?

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.

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

Size is fractional works in 2022–2025 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 Learning50▲ 6.7×48 topics
  2. Machine Learning28▲ 3.9×31 topics
  3. Neural Networks13▲ 3.8×19 topics
  4. Mechanical Properties13▲ 6.0×19 topics
  5. Convolutional Neural Networks11▲ 7.0×12 topics
  6. IoT10▲ 12×10 topics
  7. Environmental Monitoring9▲ 10×4 topics
  8. Nanocomposites8▲ 4.7×12 topics
  9. Biomedical Applications8▲ 3.1×15 topics
  10. Feature Extraction8▲ 7.8×8 topics
  11. Image Processing8▲ 8.1×7 topics
  12. Classification7▲ 6.9×6 topics
  13. Microstructure7▲ 6.0×11 topics
  14. Internet of Things7▲ 3.6×10 topics
  15. Medical Imaging7▲ 6.0×5 topics
  16. Wireless Sensor Networks7▲ 6.8×7 topics
  17. Healthcare7▲ 2.7×6 topics
  18. Nanomaterials7▲ 2.9×11 topics
  19. Renewable Energy7▲ 2.1×10 topics
  20. Graphene6▲ 4.2×7 topics
  21. Transfer Learning6▲ 15×2 topics
  22. Security6▲ 4.1×9 topics
  23. Feature Selection5▲ 11×3 topics
  24. Image Segmentation5▲ 19×3 topics
  25. Plant Disease Detection5▲ 21×1 topic
  26. Smart Farming5▲ 19×1 topic
  27. Hyperspectral Imaging5▲ 7.5×4 topics
  28. Convolutional Neural Network4▲ 13×2 topics
  29. Smart Home4▲ 12×2 topics
  30. Recycling4▲ 5.1×7 topics
  31. Brain Tumor4▲ 26×1 topic
  32. Computer Vision4▲ 6.5×3 topics
  33. IoT Security4▲ 5.6×3 topics
  34. MRI4▲ 21×1 topic
  35. Big Data Analytics4▲ 7.9×2 topics
  36. Human-Computer Interaction4▲ 9.7×3 topics
  37. Classification Models4▲ 18×1 topic
  38. Medical Diagnosis4▲ 17×1 topic
  39. Machine Vision4▲ 7.1×5 topics
  40. Security Analysis3▲ 8.7×2 topics

Which research topics does Amal Jyothi College of Engineering publish most on?

By volume in 2022–2025: Smart Agriculture and AI, Brain Tumor Detection and Classification, Artificial Intelligence in Healthcare and Tactile and Sensory Interactions.

Smart Agriculture and AI5Smart Agriculture and AI: 5 fractional worksBrain Tumor Detection an…4Brain Tumor Detection and Classification: 4 fractional worksArtificial Intelligence …4Artificial Intelligence in Healthcare: 4 fractional worksTactile and Sensory Inte…3Tactile and Sensory Interactions: 3 fractional worksSpeech and Audio Processing: 3 fractional worksEEG and Brain-Computer Interfaces: 2 fractional worksIoT-based Smart Home Sys…2IoT-based Smart Home Systems: 2 fractional worksCOVID-19 diagnosis using AI: 2 fractional worksRetinal Imaging and Analysis: 2 fractional worksAdvanced Steganography a…2Advanced Steganography and Watermarking Techniques: 2 fractional works
Plant ScienceNeurologyHealth Information ManagementCognitive Neuroscience4 others

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

  1. 1 Smart Agriculture and AI Plant Science 5 works
  2. 2 Brain Tumor Detection and Classification Neurology 4 works
  3. 3 Artificial Intelligence in Healthcare Health Information Management 4 works
  4. 4 Tactile and Sensory Interactions Cognitive Neuroscience 3 works
  5. 5 Speech and Audio Processing Signal Processing 3 works
  6. 6 EEG and Brain-Computer Interfaces Cognitive Neuroscience 2 works
  7. 7 IoT-based Smart Home Systems Electrical and Electronic Engineering 2 works
  8. 8 COVID-19 diagnosis using AI Radiology, Nuclear Medicine and Imaging 2 works
  9. 9 Retinal Imaging and Analysis Radiology, Nuclear Medicine and Imaging 2 works
  10. 10 Advanced Steganography and Watermarking Techniques Computer Vision and Pattern Recognition 2 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 available52.9%not open47.1%

World: 28% of research is openly available.

with international co-authors3.4%domestic only96.6%

World: 19% is written across borders.

How has Amal Jyothi College of Engineering's research output changed?

Output in 2018–2022 was 39% higher than in 2013–2017.

2005201020152020
grewheldshrank

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

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.