A Visual Analytics Method for Time-Series Log Data Using Multiple Dimensionality Reduction

Fujita, Keijiro; Sakamoto, Naohisa; Fujiwara, Takanori; Tsukamoto, Toshiyuki; Nonaka, Jorji

liu.seSearch for publications in DiVA

Simple search

Advanced search -
Research publications Advanced search -
Student theses Statistics

Change search

Advanced search

Advanced search is divided into two main parts, and one or more groups in each of the main parts. The main parts are the "Search for" (including) and the "Remove from search" (excluding) part. (The excluding part might not be visible until you hit "NOT" for the first time.)
You can add new groups to both the including and the excluding part by using the buttons "OR" or "NOT" respectively, and you can add more search options to all groups through the drop down menu on the last row (in each group).

For a result to be included in the search result, is it required to fit all added including parameters (in at least one group) and not fit all parameters in one of the excluding groups.
This system with the two main parts and their groups makes it possible to combine two (or more) distinct searches into one search result, while being flexible in removing results from the final list.

Limit the search further

Here you can limit your search further, your result list will only contain those who match all of the criteria that you fill out in this part (combined with the advanced search from above)

Limit the search further

Select department

Show departments that are closed down

Linköping University
- Biogas Solutions Research Center
- Center for Advanced Research in Emergency Response (CARER)
- Center for Medical Image Science and Visualization (CMIV)
- Centre for Climate Science and Policy Research, CSPR
- Centre for Medical Humanities and Bioethics (CMHB)
- Communications and Marketing Division
- Department of Behavioural Sciences and Learning
  - Disability Research Division
  - Division of Learning, Aesthetics, Natural Science
  - Education and Adult Learning
  - Education and Sociology
  - Education, Teaching and Learning
  - Psychology
- Department of Biomedical and Clinical Sciences
  - Barnafrid
  - Center for Social and Affective Neuroscience
  - Division of Children's and Women's Health
  - Division of Clinical Chemistry and Pharmacology
  - Division of Inflammation and Infection
  - Division of Molecular Medicine and Virology
  - Division of Sensory Organs and Communication
  - Division of Services and Infrastructure
  - Division of Surgery, Orthopedics and Oncology
  - The Division of Cell and Neurobiology
- Department of Biomedical Engineering
  - Division of Biomedical Engineering
- Department of Computer and Information Science
  - Artificial Intelligence and Integrated Computer Systems
  - Database and information techniques
  - Human-Centered Systems
  - Software and Systems
  - The Division of Statistics and Machine Learning
- Department of Culture and Society
  - Centre for Local Government Studies
  - Division of Academic Swedish
  - Division of Ageing and Social Change
  - Division of Communication, Literature and Swedish
  - Division of Culture, Society, Design and Media
  - Division of History, Arts and Religious Studies
  - Division of Language, Culture and Interaction
  - Division of Migration, Ethnicity and Society (REMESO)
  - Division of Philosophy and Applied Ethics
  - Division of Social Work
- Department of Electrical Engineering
  - Automatic Control
  - Communication Systems
  - Computer Vision
  - Electronics and Computer Engineering
  - Information Coding
  - Vehicular Systems
- Department of Health, Medicine and Caring Sciences
  - Division of Diagnostics and Specialist Medicine
  - Division of Nursing Sciences and Reproductive Health
  - Division of Prevention, Rehabilitation and Community Medicine
  - Division of Society and Health
- Department of Management and Engineering
  - Applied Thermodynamics and Fluid Mechanics
  - Business Administration
  - Commercial and Business Law
  - Division of Languages for Specific Purposes
  - Economics
  - Energy Systems
  - Engineering Materials
  - Environmental Technology and Management
  - Fluid and Mechatronic Systems
  - Industrial Economics
  - Information Systems and Digitalization
  - Logistics & Quality Management
  - Malmstens Linköping University
  - Political Science
  - Product Realisation
  - Production Economics
  - Project Innovations and Entrepreneurship
  - Solid Mechanics
  - The Institute for Analytical Sociology, IAS
- Department of Mathematics
  - Algebra, Geometry and Discrete Mathematics
  - Analysis and Mathematics Education
  - Applied Mathematics
- Department of Physics, Chemistry and Biology
  - Bioinformatics
  - Biology
  - Biophysics and bioengineering
  - Chemistry
  - Ecological and Environmental Modeling
  - Electronic and photonic materials
  - Materials design
  - Molecular Surface Physics and Nano Science
  - Nanostructured Materials
  - Plasma and Coating Physics
  - Semiconductor Materials
  - Sensor and Actuator Systems
  - Theoretical Physics
  - Thin Film Physics
- Department of Science and Technology
  - Communications and Transport Systems
  - Laboratory of Organic Electronics
  - Media and Information Technology
  - Physics, Electronics and Mathematics
- Department of Thematic Studies
  - Centre for Gender Studies
  - Centre for Man, Technology - Society
  - CIVITAS
  - Department of Child Studies
  - Technology and Social Change
  - Tema Environmental Change
  - The Department of Gender Studies
- Faculty of Arts and Sciences
- Faculty of Educational Sciences
  - Dean's Office, Faculty of Educational Sciences
- Faculty of Medicine and Health Sciences
  - Core Facility
  - Forum Östergötland
- Faculty of Science & Engineering
- HELIX Competence Centre
- National Supercomputer Centre (NSC)
- Prioriteringscentrum
- REMESO - Institute for Research on Migration, Ethnicity and Society
- The Institute for Analytical Sociology, IAS
- The Swedish Institute for Disability Research
- University Library
- University Services
Region Östergötland
- Anaesthetics, Operations and Specialty Surgery Center
  - ANOPIVA US
  - Dagkirurgin Norrköping
  - Department of Anaesthesiology and Intensive Care in Norrköping
  - Department of Clinical Neurophysiology
  - Department of Hand and Plastic Surgery
  - Department of Neurosurgery
  - Department of Ophthalmology
  - Department of Otorhinolaryngology
  - Department of Rehabilitation Medicine
  - Maxillofacial Unit
  - Neurologiska kliniken i Linköping
  - Operations management SC
  - Pain and Rehabilitation Center
- Center for Diagnostics
  - Clinical genetics
  - Clinical pathology
  - Department of Clinical Chemistry
  - Department of Clinical Immunology and Transfusion Medicine
  - Department of Clinical Microbiology
  - Department of Clinical Pharmacology
  - Department of Clinical Physiology in Norrköping
  - Department of Radiology in Linköping
  - Department of Radiology in Motala
  - Department of Radiology in Norrköping
  - Laboratoriemedicin sjukhus
  - Medical radiation physics
  - Operations management
  - Patientnära laboratoriemedicin
  - Precisionsmedicinskt laboratorium
- Center for Surgery, Orthopaedics and Cancer Treatment
  - Cancer- och lungsjukvårdsenheten
  - Dagkirurgiska enheten US
  - Department of Haematology
  - Department of Oncology
  - Department of Orthopaedics in Linköping
  - Department of Orthopaedics in Norrköping
  - Department of Respiratory Medicine
  - Department of Surgery in Linköping
  - Department of Surgery in Norrköping
  - Department of Urology in Östergötland
  - Enheten för samordnad cancerutredning
  - Mag- tarmmedicinska kliniken
  - Operations management
- Center of Paediatrics and Gynaecology and Obstetrics
  - Centrumledning BKC
  - Department of Gynaecology and Obstetrics in Linköping
  - Department of Gynaecology and Obstetrics in Norrköping
  - Department of Paediatrics in Norrköping
  - H.K.H. Kronprinsessan Victorias barn- och ungdomssjukhus
- Heart Center
  - Department of Cardiology in Linköping
  - Department of Cardiology in Norrköping
  - Department of Clinical Physiology in Linköping
  - Department of Thoracic and Vascular Surgery
  - Operations management HC
- Hälso- och sjukvårdens stab
- Local Health Care Services in Central Östergötland
  - Department of Activity and Health
  - Department of Acute Internal Medicine and Geriatrics
  - Department of Emergency Medicine in Linköping
  - Närvårdskliniken
  - Operations management NSC
- Local Health Care Services in East Östergötland
  - Department of Acute Health Care in Norrköping
  - Department of Advanced Home Care in Norrköping
  - Department of Geriatric Medicine in Norrköping
  - Department of Internal Medicine in Norrköping
  - Department of Rehabilitation in Norrköping
  - Operations management NSÖ
- Local Health Care Services in West Östergötland
  - Department of Medical Specialist in Motala
  - Department of Rehabilitation in Motala
  - Habiliteringen
  - Operations management NSV
- Medicine Center
  - Allergy Center
  - Department of Dermatology and Venerology
  - Department of Endocrinology
  - Department of Infectious Diseases
  - Department of Nephrology
  - Department of Rheumatology
  - Occupational and Environmental Medicine Center
  - Operations management MC
  - Rehabilitation Center HMC
- Primary Care Center
  - 1177 Vårdguiden
  - Center for Education in General Medicine in Östergötland
  - Child Health unit
  - Jourcentralen Linköping
  - Jourcentralen Motala
  - Jourcentralen Norrköping
  - Närvårdskliniken Finspång
  - Operations management PVC
  - Primary Health Care Center Borensberg
  - Primary Health Care Center Boxholm
  - Primary Health Care Center Brinken
  - Primary Health Care Center Cityhälsan Centrum
  - Primary Health Care Center Cityhälsan Norr
  - Primary Health Care Center Cityhälsan Söder
  - Primary Health Care Center Ekholmen
  - Primary Health Care Center Finspång
  - Primary Health Care Center Kisa
  - Primary Health Care Center Kolmården
  - Primary Health Care Center Kungsgatan
  - Primary Health Care Center Kärna
  - Primary Health Care Center Lambohov
  - Primary Health Care Center Linghem
  - Primary Health Care Center Ljungsbro
  - Primary Health Care Center Lyckorna
  - Primary Health Care Center Mantorp
  - Primary Health Care Center Marieberg
  - Primary Health Care Center Mjölby
  - Primary Health Care Center Nygatan
  - Primary Health Care Center Ryd
  - Primary Health Care Center Skäggetorp
  - Primary Health Care Center Skänninge
  - Primary Health Care Center Skärblacka
  - Primary Health Care Center Tannefors
  - Primary Health Care Center Vadstena
  - Primary Health Care Center Valdemarsvik
  - Primary Health Care Center Valla
  - Primary Health Care Center Vikbolandet
  - Primary Health Care Center Åby
  - Primary Health Care Center Åtvidaberg
  - Primary Health Care Center Ödeshög
  - Primary Health Care Center Österbymo
  - Rehab Finspång
- Psykiatricentrum
  - Barn- och ungdomshälsan
  - Center for Refugee Medicine
  - Department of Child and Adolescent Psychiatry in Linköping
  - Department of Child and Adolescent Psychiatry in Norrköping
  - Department of Dependency in Norrköping
  - Department of Forensic Psychiatry
  - Operations management PC
  - Psykiatriska kliniken i Linköping
  - Psykiatriska kliniken i Motala-Mjölby
  - Psykiatriska kliniken i Norrköping
- Public Dental Health Care
  - Center for Oral Rehabilitation Linköping
  - Center for Oral Rehabilitation Norrköping
  - Center for Orofacial Medicine Linköping
  - Center for Orofacial Medicine Motala
  - Center for Orofacial Medicine Norrköping
  - Center for Orthodontics/Pedodontics Linköping
  - Center for Orthodontics/Pedodontics Norrköping
  - Operations management FTV
  - Public General Dental Health Care
  - Specialist dentistry in Motala
- Regionledningskontoret
  - Center for Disaster Medicine and Traumatology
  - Enheten för folkhälsa
  - Enheten för smittskydd och vårdhygien
  - Forskningsstrategiska enheten
  - Hälso- och sjukvårdsenheten
  - Regional Cancer Center
  - Regional utveckling
  - Övr Regionledningskontoret

Choose subject

Show subjects that no longer are in use

Aesthetics
Agricultural and Veterinary sciences
- Agricultural Biotechnology
  - Genetics and Breeding in Agricultural Sciences
  - Plant Biotechnology
- Agriculture, Forestry and Fisheries
  - Agricultural Science
  - Fish and Aquacultural Science
  - Food Science
  - Forest Science
  - Horticulture
  - Landscape Architecture
  - Soil Science
  - Wood Science
- Animal and Dairy Science
- Other Agricultural Sciences
  - Agricultural Occupational Health and Safety
  - Environmental Sciences related to Agriculture and Land-use
  - Fish and Wildlife Management
  - Other Agricultural Sciences not elsewhere specified
  - Renewable Bioenergy Research
- Veterinary Science
  - Clinical Science
  - Medical Bioscience
  - Other Veterinary Science
  - Pathobiology
Agricultural Economics and Management
Algorithms
Artificial Intelligence
Autoimmunity and Inflammation
Basic Cancer Research
Biochemistry
Building materials
Catalytic Processes
Child and Youth Studies
Childbirth and Maternity care
Circular Food Process Technologies
Computer Vision and Learning Systems
Crafts
Criminology
Demography
Development Studies
Engineering and Technology
- Chemical Engineering
  - Chemical Process Engineering
  - Other Chemical Engineering
  - Pharmaceutical Chemistry
  - Polymer Technologies
  - Surface- and Corrosion Engineering
- Civil Engineering
  - Architectural Engineering
  - Building Technologies
  - Construction Management
  - Environmental Analysis and Construction Information Technology
  - Geotechnical Engineering and Engineering Geology
  - Infrastructure Engineering
  - Other Civil Engineering
  - Transport Systems and Logistics
  - Water Engineering
- Electrical Engineering, Electronic Engineering, Information Engineering
  - Communication Systems
  - Computer Systems
  - Control Engineering
  - Embedded Systems
  - Other Electrical Engineering, Electronic Engineering, Information Engineering
  - Robotics and automation
  - Signal Processing
  - Telecommunications
- Environmental Biotechnology
  - Bioethics
  - Bioremediation
  - Diagnostic Biotechnology
  - Other Environmental Biotechnology
  - Water Treatment
- Environmental Engineering
  - Earth Observation
  - Energy Systems
  - Environmental Management
  - Geophysical Engineering
  - Marine Engineering
  - Mineral and Mine Engineering
  - Ocean and River Engineering
  - Other Environmental Engineering
- Industrial Biotechnology
  - Bio Materials
  - Biocatalysis and Enzyme Technology
  - Biochemicals
  - Bioenergy
  - Bioengineering Equipment
  - Bioprocess Technology
  - Medical Biotechnology
  - Other Industrial Biotechnology
  - Pharmaceutical and Medical Biotechnology
- Materials Engineering
  - Ceramics and Powder Metallurgical Materials
  - Composite Science and Engineering
  - Manufacturing, Surface and Joining Technology
  - Metallurgy and Metallic Materials
  - Other Materials Engineering
  - Paper, Pulp and Fiber Technology
  - Textile, Rubber and Polymeric Materials
- Mechanical Engineering
  - Applied Mechanics
  - Energy Engineering
  - Fluid Mechanics
  - Other Mechanical Engineering
  - Production Engineering, Human Work Science and Ergonomics
  - Reliability and Maintenance
  - Tribology (Interacting Surfaces including Friction, Lubrication and Wear)
  - Vehicle and Aerospace Engineering
  - Vehicle Engineering
- Medical Engineering
  - Medical Imaging
  - Medical Instrumentation
  - Medical Laboratory Technologies
  - Medical Materials
  - Medical Modelling and Simulation
  - Other Medical Engineering
- Nano Technology
- Other Engineering and Technologies
  - Food Engineering
  - Interaction Technologies
  - Media Engineering
  - Other Engineering and Technologies
Environmental Economics and Management
Environmental Studies in Social Sciences
Epidemiology
Evolution and Developmental Genetics
Film
Food Biotechnology
Formal Methods
Health and Diet Studies in Social Sciences
Humanities and the Arts
- Arts
  - Architecture
  - Art History
  - Design
  - Literary Composition
  - Music
  - Musicology
  - Performing Art Studies
  - Performing Arts
  - Studies on Film
  - Visual Arts
- History and Archaeology
  - Archaeology
  - History
  - Technology and Environmental History
- Languages and Literature
  - General Language Studies and Linguistics
  - General Literature Studies
  - Specific Languages
  - Specific Literatures
- Other Humanities
  - Classical Archaeology and Ancient History
  - Cultural Studies
  - Ethnology
  - Other Humanities not elsewhere specified
- Philosophy, Ethics and Religion
  - Ethics
  - History of Religions
  - History of Science and Ideas
  - Philosophy
  - Religious Studies
Industrial engineering and management
Interdisciplinary Studies in Humanities
Internal Medicine
Medical and Health Sciences
- Basic Medicine
  - Cell and Molecular Biology
  - Immunology in the medical area
  - Medical Genetics and Genomics
  - Medicinal Chemistry
  - Microbiology in the medical area
  - Neurosciences
  - Other Basic Medicine
  - Pharmaceutical Sciences
  - Pharmacology and Toxicology
  - Physiology and Anatomy
  - Social and Clinical Pharmacy
- Clinical Medicine
  - Anesthesiology and Intensive Care
  - Cancer and Oncology
  - Cardiology and Cardiovascular Disease
  - Clinical Laboratory Medicine
  - Dentistry
  - Dermatology and Venereal Diseases
  - Endocrinology and Diabetes
  - Gastroenterology and Hepatology
  - General Practice
  - Geriatrics
  - Gynaecology, Obstetrics and Reproductive Medicine
  - Hematology
  - Infectious Medicine
  - Neurology
  - Ophthalmology
  - Orthopaedics
  - Other Clinical Medicine
  - Otorhinolaryngology
  - Pediatrics
  - Psychiatry
  - Radiology, Nuclear Medicine and Medical Imaging
  - Respiratory Medicine and Allergy
  - Rheumatology and Autoimmunity
  - Surgery
  - Urology and Nephrology
- Health Sciences
  - Drug Abuse and Addiction
  - Health Care Service and Management, Health Policy and Services and Health Economy
  - Medical Ethics
  - Nursing
  - Nutrition and Dietetics
  - Occupational Health and Environmental Health
  - Occupational Therapy
  - Other Health Sciences
  - Physiotherapy
  - Public Health, Global Health and Social Medicine
  - Sport and Fitness Sciences
- Medical Biotechnology
  - Biomaterials Science
  - Biomedical Laboratory Science/Technology
  - Medical Biotechnology (Focus on Cell Biology, (incl. Stem Cell Biology), Molecular Biology, Microbiology, Biochemistry or Biopharmacy)
  - Other Medical Biotechnology
- Other Medical Sciences
  - Forensic Science
  - Gerontology, specialising in Medical and Health Sciences
  - Other Medical Sciences not elsewhere specified
Medical Bioinformatics and Systems Biology
Medical Biostatistics
Medical Epigenetics and Epigenomics
Medical Informatics Engineering
Medical Informatics
Medical Life Sciences
Molecular Biology
Nanotechnology for Electronic Applications
Nanotechnology for Energy Applications
Nanotechnology for Material Science
Nanotechnology for/in Life Science and Medicine
Natural Sciences
- Biological Sciences
  - Behavioral Sciences Biology
  - Biochemistry and Molecular Biology
  - Bioinformatics and Computational Biology
  - Biological Systematics
  - Biophysics
  - Botany
  - Cell Biology
  - Developmental Biology
  - Ecology
  - Evolutionary Biology
  - Genetics and Genomics
  - Immunology
  - Microbiology
  - Other Biological Topics
  - Structural Biology
  - Zoology
- Chemical Sciences
  - Analytical Chemistry
  - Inorganic Chemistry
  - Materials Chemistry
  - Organic Chemistry
  - Other Chemistry Topics
  - Physical Chemistry
  - Polymer Chemistry
  - Theoretical Chemistry
- Computer and Information Sciences
  - Bioinformatics (Computational Biology)
  - Computer Engineering
  - Computer graphics and computer vision
  - Computer Sciences
  - Human Computer Interaction
  - Information Systems
  - Media and Communication Technology
  - Natural Language Processing
  - Other Computer and Information Science
  - Software Engineering
- Earth and Related Environmental Sciences
  - Climate Science
  - Environmental Sciences
  - Geochemistry
  - Geology
  - Geophysics
  - Geosciences, Multidisciplinary
  - Meteorology and Atmospheric Sciences
  - Oceanography, Hydrology and Water Resources
  - Other Earth Sciences
  - Physical Geography
- Mathematics
  - Algebra and Logic
  - Computational Mathematics
  - Discrete Mathematics
  - Geometry
  - Mathematical Analysis
  - Other Mathematics
  - Probability Theory and Statistics
- Other Natural Sciences
- Physical Sciences
  - Accelerator Physics and Instrumentation
  - Astronomy, Astrophysics and Cosmology
  - Atom and Molecular Physics and Optics
  - Condensed Matter Physics
  - Fusion, Plasma and Space Physics
  - Other Physics Topics
  - Subatomic Physics
Nephrology
Networked, Parallel and Distributed Computing
Oral Health
Other Educational Sciences
Other Geographic Studies
Other Legal Research
Other Nanotechnology
Palaeontology and Palaeoecology
Palliative Medicine and Palliative Care
Peace and Conflict Studies
Philology
Photography
Power Systems and Components
Rehabilitation Medicine
Rhetoric
Rheumatology
Science and Technology Studies
Security, Privacy and Cryptography
Separation Processes
Social Sciences
- Economics and Business
  - Business Administration
  - Economic History
  - Economics
- Educational Sciences
  - Didactics
  - Learning
  - Pedagogical Work
  - Pedagogy
- Law
  - Law and Society
  - Law
- Media and Communications
  - Communication Studies
  - Human Aspects of ICT
  - Information Studies
  - Information Systems, Social aspects
  - Media and Communication Studies
- Other Social Sciences
  - Gender Studies
  - International Migration and Ethnic Relations
  - Other Social Sciences not elsewhere specified
  - Social Sciences Interdisciplinary
  - Work Sciences
- Political Science
  - Globalisation Studies
  - Political Science (Excluding Peace and Conflict Studies)
  - Public Administration Studies
- Psychology
  - Applied Psychology
  - Psychology (Excluding Applied Psychology)
- Social and Economic Geography
  - Economic Geography
  - Human Geography
- Sociology
  - Social Anthropology
  - Social Psychology
  - Social Work
  - Sociology (Excluding Social Work, Social Anthropology, Demography and Criminology)
Solid and Structural Mechanics
Statistical physics and complex systems
Statistics in Social Sciences
Structural Engineering
Translation Studies
Urology
War, Crisis, and Security Studies

Choose research subject

Show research subjects that no longer are in use

Disaster Medicine
Economic Information Systems

Select educational program

Show educational programs that no longer are in use

Programme for Teacher Education, Linköping
Special Education Needs Programme
Special Education Programme
Teacher Education

Cite ExportLink to record

Permanent link

https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-187947

Direct link

http://liu.diva-portal.org/smash/record.jsf?pid=diva2:1692045

Cite

Citation style

apa
ieee
modern-language-association-8th-edition
vancouver
oxford
Other style

More styles

Language

de-DE
en-GB
en-US
fi-FI
nn-NO
nn-NB
sv-SE
Other locale

More languages

Output format

html
text
asciidoc
rtf

A Visual Analytics Method for Time-Series Log Data Using Multiple Dimensionality Reduction

Fujita, Keijiro

Kobe University.

Sakamoto, Naohisa

Kobe University.

Fujiwara, Takanori

Linköping University, Department of Science and Technology, Media and Information Technology. Linköping University, Faculty of Science & Engineering.

Tsukamoto, Toshiyuki

RIKEN R-CCS.

Show others and affiliations

2022 (English)In: Journal of Advanced Simulation in Science and Engineering, E-ISSN 2188-5303, Vol. 9, no 2, p. 206-219Article in journal (Refereed) Published

Abstract [en]

The size and complexity of supercomputer systems and their power and cooling facilities have continuously increased, thus posing additional challenge for long-term and stable operation. Supercomputers are shared computational resources and usually operate with different computational workloads at different locations (space) and timings (time). Better understanding of the supercomputer systems heat generation and cooling behavior is highly desired from the facility operational side for decision making and optimization planning. In this work, we present a dimensionality reduction-based visual analytics method for time-series log data, from supercomputer system and its facility, to capture characteristic spatio-temporal features and behaviors during the operation.

Place, publisher, year, edition, pages

JAPAN SOC SIMULATION TECHNOLOGY-JSST , 2022. Vol. 9, no 2, p. 206-219

Keywords [en]

Visual analytics; time-series log data; dimensionality reduction; high performance computing

National Category

Computer Sciences

Identifiers

URN: urn:nbn:se:liu:diva-187947DOI: 10.15748/jasse.9.206ISI: 000842936000001OAI: oai:DiVA.org:liu-187947DiVA, id: diva2:1692045

Note

Funding: JSPS KAKENHI [20H04194, 21H04903]

Available from: 2022-08-31 Created: 2022-08-31 Last updated: 2023-09-19

Open Access in DiVA

No full text in DiVA

Authority records

Fujiwara, Takanori

Search in DiVA

doi

urn-nbn

Total: 119 hits

Cite ExportLink to record

Permanent link

https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-187947

Direct link

http://liu.diva-portal.org/smash/record.jsf?pid=diva2:1692045

Cite

Citation style

apa
ieee
modern-language-association-8th-edition
vancouver
oxford
Other style

More styles

Language

de-DE
en-GB
en-US
fi-FI
nn-NO
nn-NB
sv-SE
Other locale

More languages

Output format

html
text
asciidoc
rtf

v. 2.45.0

Accessibility

DiVA portal

DiVA Log in

LiU University Library

SwePub

Uppsök

Advanced search

Limit the search further

Limit the search further

Fujita, Keijiro

Sakamoto, Naohisa

Fujiwara, Takanori

Tsukamoto, Toshiyuki

Nonaka, Jorji

Abstract [en]

Place, publisher, year, edition, pages

Keywords [en]

National Category

Identifiers

Note

Open Access in DiVA

Other links

Authority records

Search in DiVA

By author/editor

By organisation

On the subject

Search outside of DiVA

Altmetric score