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Topic · Artificial Intelligence

Computer Science and Engineering

Computer Science and Engineering is a research topic within Artificial Intelligence. Science Explorer counts 16k research works in it since 1967. 9.9% of them reached the world's top 10% most cited for their field and year.

This cluster of papers covers topics related to digital image processing, artificial neural networks, and their applications in various fields such as cryptography, machine learning, computer vision, and data security. The use of MATLAB for digital image processing and the application of artificial neural networks for tasks like face recognition and traffic sign recognition are also prominent in this cluster.

  • Digital Image Processing
  • Artificial Neural Networks
  • MATLAB
  • Cryptography
  • Machine Learning
  • Computer Vision
  • Big Data
  • Face Recognition
  • Data Security
  • Traffic Sign Recognition
Research works
16k
fractional, since 1967
In the world top 10%
1.6k
per year above
Top-10% rate
9.9%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+60%
the tick is no change
Largest producer
Indonesia
90% of the 10 largest, 2022-now
Computer Science and Engineering

Which countries lead Computer Science and Engineering research?

By volume, Indonesia and ?? publish the most (6.8k and 351 works in 2022-now).

By volume, 2022-now

  1. 1 Indonesia 6.8k works
  2. 2 ?? 351 works
  3. 3 India 157 works
  4. 4 United States 70 works
  5. 5 Malaysia 49 works
  6. 6 Russia 37 works
  7. 7 Canada 33 works
  8. 8 China 23 works
  9. 9 Iraq 23 works
  10. 10 United Kingdom 11 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

Indonesia: 90.0%??: 4.6%India: 2.1%United States: 0.9%6 others listed: 2.3%90%largest
Indonesia6,809 · 90.0%??351 · 4.6%India157 · 2.1%United States70 · 0.9%6 others listed176 · 2.3%

Shares of the rows listed above, not of the whole node.

Which institutions lead Computer Science and Engineering research?

By volume in 2022-now, State University of Medan publishes the most Computer Science and Engineering research, followed by University of Pembangunan Nasional Veteran Jawa Timur and Universitas Islam Negeri Sumatera Utara.

By volume, 2022-now

  1. 1 State University of MedanIndonesia 121 works
  2. 2 University of Pembangunan Nasional Veteran Jawa TimurIndonesia 102 works
  3. 3 Universitas Islam Negeri Sumatera UtaraIndonesia 100 works
  4. 4 Udayana UniversityIndonesia 99 works
  5. 5 Universitas Informatika dan Bisnis IndonesiaIndonesia 97 works
  6. 6 University of Singaperbangsa KarawangIndonesia 93 works
  7. 7 Telkom UniversityIndonesia 90 works
  8. 8 Universitas Dian NuswantoroIndonesia 85 works
  9. 9 Universitas Negeri SurabayaIndonesia 81 works
  10. 10 State University of PadangIndonesia 78 works

Who are the leading researchers in Computer Science and Engineering?

The most-cited researchers publishing on Computer Science and Engineering include Dimitri P. Bertsekas.

  1. 1 Dimitri P. Bertsekas United States 73k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Computer Science and Engineering?

The most cited paper in Computer Science and Engineering is "Application of the residue number system to reduce hardware costs of the convolutional neural network implementation" (Maria Vasilyevna Valueva, Nikolay Nikolaevich Nagornov, Pavel Alekseyevich Lyakhov et al., 2020), with 485 citations. Next come "Klasifikasi Citra Menggunakan Convolutional Neural Network (CNN) pada Caltech 101" (262) and "Data Mining : Klasifikasi Menggunakan Algoritma C4.5" (224).

Most cited papers
#PaperReleasedCitations
1 Application of the residue number system to reduce hardware costs of the convolutional neural network implementation Maria Vasilyevna Valueva, Nikolay Nikolaevich Nagornov, Pavel Alekseyevich Lyakhov et al. · Mathematics and Computers in Simulation 6 May 2020 485
2 Klasifikasi Citra Menggunakan Convolutional Neural Network (CNN) pada Caltech 101 Wayan Suartika Eka Putra · Jurnal Teknik ITS Open access 18 Mar 2016 262
3 Data Mining : Klasifikasi Menggunakan Algoritma C4.5 Yuli Mardi · Edik Informatika Open access 9 Feb 2017 224
4 The Facial Emotion Recognition (FER-2013) Dataset for Prediction System of Micro-Expressions Face Using the Convolutional Neural Network (CNN) Algorithm based Raspberry Pi Lutfiah Zahara, Purnawarman Musa, Eri Prasetyo Wibowo et al. · 2020 Fifth International Conference on Informatics and Computing (ICIC) Conference paper 3 Nov 2020 185
5 UNet-VGG16 with transfer learning for MRI-based brain tumor segmentation Anindya Apriliyanti Pravitasari, Nur Iriawan, Mawanda Almuhayar et al. · TELKOMNIKA (Telecommunication Computing Electronics and Control) Open access Jun 2020 174
All 100 most cited papers, with filters and sorting

Where is Computer Science and Engineering research done?

The largest centres of Computer Science and Engineering research in 2022-now are Jakarta (Indonesia), Bandung (Indonesia), Surabaya (Indonesia) and Medan (Indonesia). Among places with at least 20 works in it, it is an unusually large share of all research in Rossland, Yogyakarta and Syktyvkar.

Largest cities, 2022-now

  1. 1 JakartaIndonesia 720 works
  2. 2 BandungIndonesia 519 works
  3. 3 SurabayaIndonesia 450 works
  4. 4 MedanIndonesia 433 works
  5. 5 SemarangIndonesia 376 works
  6. 6 YogyakartaIndonesia 290 works
  7. 7 MalangIndonesia 272 works
  8. 8 MakassarIndonesia 249 works
  9. 9 PadangIndonesia 227 works
  10. 10 PalembangIndonesia 190 works

Where it is the local speciality

  1. RosslandCA · 22.4 works79×
  2. Yogyakarta69.4 works64×
  3. SyktyvkarRU · 24.8 works44×
  4. KarawangID · 92.9 works33×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Computer Science and Engineering than the world average.

See Computer Science and Engineering on the map

Where is the best place to study Computer Science and Engineering?

Among universities, judged by research, Universitas Teknokrat Indonesia, Binus University and Universitas Ahmad Dahlan score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%20%40%mean 17.29%fractional works in this field (log) →share of work in the world top 10% →Institut Teknologi T…Universitas Teknokra…Binus UniversityUniversitas Ahmad Da…
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1Universitas Teknokrat IndonesiaIndonesia 73.026.0%66.5×23 +182.1%
2Binus UniversityIndonesia 72.724.0%11.1×39 +165.8%
3Universitas Ahmad DahlanIndonesia 68.918.4%18.3×48 +20.0%
4Institut Teknologi Telkom PurwokertoIndonesia 68.632.3%65.0×21 +31.2%
5Universitas Dian NuswantoroIndonesia 66.512.4%88.7×85 +61.5%
6University of Pembangunan Nasional Veteran Jawa TimurIndonesia 66.013.6%23.2×102 +275.3%
7University of Singaperbangsa KarawangIndonesia 65.913.5%35.6×93 +413.6%
8Universitas Gadjah MadaIndonesia 62.311.4%9.6×60 +48.3%
9Mercu Buana UniversityIndonesia 62.312.9%24.1×54 +122.4%
10State University of MedanIndonesia 62.18.4%25.5×121 +465.9%

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Computer Science and Engineering, country by country

Is Computer Science and Engineering research growing?

Output in 2022-2025 was 60% higher than in 2018-2021, peaking in 2024. The fastest-growing topics are Computer Science and Engineering.

still counting19801990200020102020
grewheldshrank

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 Computer Science and Engineering as a percentage of every work published that year, 0.043% in 2024.

still counting0.020%0.040%0.060%Computer Science and Engineering0.034% in 202519801990200020102020

Fractional works of Computer Science and Engineering 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.

still counting5%10%15%Computer Science and Engineering9.4% in 202520102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

Discussion

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