Integrating structured biological data by Kernel Maximum Mean Discrepancy

Article Properties
  • Language
    English
  • Publication Date
    2006/07/15
  • Journal
  • Indian UGC (journal)
  • Citations
    648
  • Karsten M. Borgwardt Institute for Computer Science, Ludwig-Maximilians-University Munich 1   1     Germany
  • Arthur Gretton Max Planck Institute for Biological Cybernetics 2   2     Tübingen, Germany
  • Malte J. Rasch Graz University of Technology 3   3     Austria
  • Hans-Peter Kriegel Institute for Computer Science, Ludwig-Maximilians-University Munich 1   1     Germany
  • Bernhard Schölkopf Max Planck Institute for Biological Cybernetics 2   2     Tübingen, Germany
  • Alex J. Smola National ICT Australia 4   4     Canberra, Australia
Abstract
Journal Categories
Medicine
Medicine (General)
Computer applications to medicine
Medical informatics
Science
Biology (General)
Science
Chemistry
Organic chemistry
Biochemistry
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Technology
Chemical technology
Biotechnology
Citations
Title Journal Journal Categories Citations Publication Date
A novel instance‐based method for cross‐project just‐in‐time defect prediction

Software: Practice and Experience
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2024
Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data

Autonomous Robots
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
2024
Non-Uniformly Weighted Multisource Domain Adaptation Network For Fault Diagnosis Under Varying Working Conditions

Neural Processing Letters
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2024
Global–local Bi-alignment for purer unsupervised domain adaptation The Journal of Supercomputing
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2024
Domain Generalization with Small Data

International Journal of Computer Vision
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
2024
Citations Analysis
Category Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science305
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics267
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks221
Technology: Engineering (General). Civil engineering (General)213
Technology: Mechanical engineering and machinery184
Science: Science (General): Cybernetics: Information theory96
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication68
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware65
Science: Mathematics: Instruments and machines61
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software57
Technology: Technology (General): Industrial engineering. Management engineering: Information technology47
Technology: Photography42
Science: Geology39
Science: Biology (General)37
Geography. Anthropology. Recreation: Geography (General)36
Science: Chemistry35
Science: Physics32
Technology: Electrical engineering. Electronics. Nuclear engineering32
Medicine: Medicine (General): Computer applications to medicine. Medical informatics31
Medicine: Medicine (General): Medical technology30
Science: Chemistry: Analytical chemistry26
Technology: Technology (General): Industrial engineering. Management engineering26
Technology: Chemical technology26
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry24
Science: Mathematics23
Science15
Science: Mathematics: Probabilities. Mathematical statistics15
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials13
Science: Chemistry: Organic chemistry: Biochemistry11
Science: Science (General)10
Technology: Chemical technology: Biotechnology10
Technology: Environmental technology. Sanitary engineering10
Geography. Anthropology. Recreation: Environmental sciences10
Science: Physics: Acoustics. Sound9
Technology: Manufactures: Production management. Operations management9
Social Sciences: Industries. Land use. Labor: Special industries and trades: Energy industries. Energy policy. Fuel trade8
Technology: Chemical technology: Chemical engineering8
Technology: Ocean engineering8
Science: Astronomy: Astrophysics8
Medicine: Medicine (General)7
Medicine: Therapeutics. Pharmacology7
Science: Physics: Optics. Light7
Science: Chemistry: General. Including alchemy7
Science: Physics: Geophysics. Cosmic physics6
Technology: Engineering (General). Civil engineering (General): Transportation engineering6
Technology: Manufactures6
Medicine: Internal medicine: Special situations and conditions: Sports medicine6
Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine5
Technology: Technology (General): Industrial engineering. Management engineering: Applied mathematics. Quantitative methods4
Science: Biology (General): Genetics3
Agriculture: Plant culture3
Science: Astronomy3
Naval Science3
Geography. Anthropology. Recreation: Oceanography3
Medicine3
Technology: Building construction: Architectural engineering. Structural engineering of buildings3
Technology: Motor vehicles. Aeronautics. Astronautics2
Science: Biology (General): Ecology2
Agriculture: Agriculture (General)2
Social Sciences: Commerce: Business2
Social Sciences: Economic theory. Demography: Economics as a science2
Science: Chemistry: Physical and theoretical chemistry2
Science: Physics: Heat: Thermodynamics2
Philosophy. Psychology. Religion: Psychology2
Social Sciences2
Technology: Electrical engineering. Electronics. Nuclear engineering: Production of electric energy or power. Powerplants. Central stations2
Technology: Electrical engineering. Electronics. Nuclear engineering: Nuclear engineering. Atomic power1
Social Sciences: Commerce: Business: Personnel management. Employment management1
Social Sciences: Industries. Land use. Labor: Management. Industrial management1
Technology: Mining engineering. Metallurgy1
General Works1
Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry1
Technology: Engineering (General). Civil engineering (General): Environmental engineering1
Technology: Hydraulic engineering: River, lake, and water-supply engineering (General)1
Technology: Engineering (General). Civil engineering (General): Mechanics of engineering. Applied mechanics1
Social Sciences: Statistics1
Agriculture1
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene1
Social Sciences: Sociology (General)1
Social Sciences: Transportation and communications1
Medicine: Public aspects of medicine1
Technology: Chemical technology: Textile bleaching, dyeing, printing, etc.1
Bibliography. Library science. Information resources1
Bibliography. Library science. Information resources: Information resources (General)1
Science: Physics: Atomic physics. Constitution and properties of matter1
Technology1
Science: Botany: Plant ecology1
Agriculture: Forestry1
Agriculture: Animal culture1
Technology: Mechanical engineering and machinery: Control engineering systems. Automatic machinery (General)1
Technology: Technology (General)1
Technology: Engineering (General). Civil engineering (General): Applied optics. Photonics1
Naval Science: Naval architecture. Shipbuilding. Marine engineering1
Agriculture: Aquaculture. Fisheries. Angling1
Social Sciences: Commerce: Business: Accounting. Bookkeeping1
Social Sciences: Finance1
Science: Biology (General): Cytology1
The category Science: Mathematics: Instruments and machines: Electronic computers. Computer science 305 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled A PRACTICAL QUESTION BASED ON CROSS-PLATFORM MICROARRAY DATA NORMALIZATION: ARE BOEC MORE LIKE LARGE VESSEL OR MICROVASCULAR ENDOTHELIAL CELLS OR NEITHER OF THEM? and was published in 2007. The most recent citation comes from a 2024 study titled Enhancing the effluent prediction accuracy with insufficient data based on transfer learning and LSTM algorithm in WWTPs. This article reached its peak citation in 2022, with 142 citations. It has been cited in 273 different journals, 17% of which are open access. Among related journals, the IEEE Access cited this research the most, with 31 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year