Forecasting key performance indicators for smart connected vehicles

Skiöld, David; Arora, Shivani; Mihailescu, Radu-Casian; Balaghi, Ramtin

Malmö University Publications

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

Malmö University
- Biofilms Research Center for Biointerfaces
- Centre for Sexology and Sexuality Studies (CSS)
- Centre for Work Life and Evaluation Studies (CTA)
- Data Society
- Disciplinary literacy and inclusive teaching
- Faculty of Culture and Society (KS)
  - Collaborative Future Making (CFM)
  - Department of Global Political Studies (GPS)
  - Department of Urban Studies (US)
  - Institute for Studies in Malmö's history (IMH)
  - Medea
  - Rethinking Democracy (REDEM)
  - Russia, Ukraine and the Caucasus Regional Research (RUCARR)
  - School of Arts and Communication (K3)
- Faculty of Education and Society (LS)
  - Centre for Teaching and Learning (CAKL)
  - Department of Childhood, Education and Society (BUS)
  - Department of Culture, Languages and Media (KSM)
  - Department of Natural Science, Mathematics and Society (NMS)
  - Department of School Development and Leadership (SOL)
  - Department of Society, Culture and Identity (SKI)
  - Department of Sport Sciences (IDV)
- Faculty of Health and Society (HS)
  - Department of Biomedical Science (BMV)
  - Department of Care Science (VV)
  - Department of Criminology (KR)
  - Department of Social Work (SA)
  - MultiSens
  - People, Places and Prevention
  - Skin and Wound Care
  - Unit for Police Work
- Faculty of Odontology (OD)
- Faculty of Technology and Society (TS)
  - Department of Computer Science and Media Technology (DVMT)
  - Department of Materials Science and Applied Mathematics (MTM)
- Foresight
- Institute for Urban Research (IUR)
- Internet of Things and People (IOTAP)
- Joint University Administration and Services
- Malmö Institute for Studies of Migration, Diversity and Welfare (MIM)
- Malmö University Library

Choose subject

Show subjects that no longer are in use

Agricultural and Veterinary sciences
- Agricultural Biotechnology
  - Genetics and Breeding in Agricultural Sciences
  - Plant Biotechnology
- Agricultural Science, 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
Engineering and Technology
- Chemical Engineering
  - Chemical Process Engineering
  - Corrosion Engineering
  - Other Chemical Engineering
  - Pharmaceutical Chemistry
  - Polymer Technologies
- Civil Engineering
  - Architectural Engineering
  - Building Technologies
  - Construction Management
  - Environmental Analysis and Construction Information Technology
  - Geotechnical Engineering
  - 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
  - Signal Processing
  - Telecommunications
- Environmental Biotechnology
  - Bioethics
  - Bioremediation
  - Diagnostic Biotechnology
  - Other Environmental Biotechnology
  - Water Treatment
- Environmental Engineering
  - Energy Systems
  - Environmental Management
  - Geophysical Engineering
  - Marine Engineering
  - Mineral and Mine Engineering
  - Ocean and River Engineering
  - Other Environmental Engineering
  - Remote Sensing
- Industrial Biotechnology
  - Bio Materials
  - Biocatalysis and Enzyme Technology
  - Biochemicals
  - Bioenergy
  - Bioengineering Equipment
  - Bioprocess Technology
  - Medical Biotechnology
  - Other Industrial Biotechnology
  - Pharmaceutical Biotechnology
- Materials Engineering
  - Ceramics
  - 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
  - Aerospace Engineering
  - Applied Mechanics
  - Energy Engineering
  - Fluid Mechanics and Acoustics
  - Other Mechanical Engineering
  - Production Engineering, Human Work Science and Ergonomics
  - Reliability and Maintenance
  - Tribology (Interacting Surfaces including Friction, Lubrication and Wear)
  - Vehicle Engineering
- Medical Engineering
  - Medical Equipment Engineering
  - Medical Ergonomics
  - Medical Image Processing
  - Medical Laboratory and Measurements Technologies
  - Medical Materials
  - Other Medical Engineering
- Nano Technology
- Other Engineering and Technologies
  - Food Engineering
  - Interaction Technologies
  - Media Engineering
  - Other Engineering and Technologies not elsewhere specified
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 of Technology
  - 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 Ideas
  - History of Religions
  - Philosophy
  - Religious Studies
Medical and Health Sciences
- Basic Medicine
  - Cell and Molecular Biology
  - Immunology in the medical area
  - Medical Genetics
  - Medicinal Chemistry
  - Microbiology in the medical area
  - Neurosciences
  - Other Basic Medicine
  - Pharmaceutical Sciences
  - Pharmacology and Toxicology
  - Physiology
  - Social and Clinical Pharmacy
- Clinical Medicine
  - Anesthesiology and Intensive Care
  - Cancer and Oncology
  - Cardiac and Cardiovascular Systems
  - Clinical Laboratory Medicine
  - Dentistry
  - Dermatology and Venereal Diseases
  - Endocrinology and Diabetes
  - Gastroenterology and Hepatology
  - General Practice
  - Geriatrics
  - Hematology
  - Infectious Medicine
  - Neurology
  - Obstetrics, Gynecology and Reproductive Medicine
  - 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
  - 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, Social Medicine and Epidemiology
  - Sport and Fitness Sciences
  - Substance Abuse
- Medical Biotechnology
  - Biomaterials Science
  - Biomedical Laboratory Science/Technology
  - Medical Biotechnology (with a focus on Cell Biology (including 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
Natural Sciences
- Biological Sciences
  - Behavioral Sciences Biology
  - Biochemistry and Molecular Biology
  - Bioinformatics and Systems Biology
  - Biological Systematics
  - Biophysics
  - Botany
  - Cell Biology
  - Developmental Biology
  - Ecology
  - Evolutionary Biology
  - Genetics
  - 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 Sciences
  - Computer Vision and Robotics (Autonomous Systems)
  - Human Computer Interaction
  - Information Systems
  - Language Technology (Computational Linguistics)
  - Media and Communication Technology
  - Other Computer and Information Science
  - Software Engineering
- Earth and Related Environmental Sciences
  - Climate Research
  - Environmental Sciences
  - Geochemistry
  - Geology
  - Geophysics
  - Geosciences, Multidisciplinary
  - Meteorology and Atmospheric Sciences
  - Oceanography, Hydrology and Water Resources
  - Other Earth and Related Environmental 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
Social Sciences
- Economics and Business
  - Business Administration
  - Economic History
  - Economics
- Educational Sciences
  - Didactics
  - Learning
  - Pedagogical Work
  - Pedagogy
- Law
  - Law (excluding Law and Society)
  - Law and Society
- Media and Communications
  - Communication Studies
  - Human Aspects of ICT
  - Information Studies
  - Information Systems, Social aspects
  - Media 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 Public Administration Studies and Globalisation 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 Psychology and Social Anthropology)

Choose research subject

Show research subjects that no longer are in use

Arbete och organisation
Care science
Child and youth studies
Criminology
Global politics
Health and society
Interaktionsdesign
Mathematics education
Organisational studies
Real estate science
Science education
Sustainable studies
Transportation studies
Urban studies

Select educational program

Show educational programs that no longer are in use

HS program
- HS Biomedical Surface Science
- HS Biomedicinsk laboratorievetenskap
- HS Criminology
- HS Handikapp- och rehabiliteringsvetenskap
- HS Omvårdnad
- HS Polisprogrammet
- HS Receptarieprogrammet
- HS Sexologi
- HS Sjuksköterskeutbildning
- HS Socialpsykiatri
- HS Socialt arbete
- HS Socionomutbildning
KS program
- GPS program
  - KS GPS European Studies
  - KS GPS Human Rights
  - KS GPS International Migration and Ethnic Relations
  - KS GPS International Relations
  - KS GPS Peace and Conflict Studies
  - KS GPS Political Science - Global Politics
  - KS GPS Statsvetenskap
- K3 program
  - KS K3 Communication for development
  - KS K3 Culture and Change
  - KS K3 English studies
  - KS K3 Grafisk design
  - KS K3 Interaction Design (bachelor)
  - KS K3 Interaction Design (master)
  - KS K3 Media and Communication Studies (bachelor)
  - KS K3 Media and Communication Studies (master)
  - KS K3 Produktdesign
  - KS K3 Visuell kommunikation
- US program
  - KS US Arkitektur, visualisering och kommunikation
  - KS US Fastighetsföretagande
  - KS US Fastighetsförmedling
  - KS US Hållbar stadsutveckling: ledning och organisering
  - KS US Leadership and organisation: Societal challenges and organisational changes
  - KS US Leadership for Sustainability
  - KS US Ledarskap och offentlig organisation
  - KS US Ledarskap och organisation III
  - KS US Miljövetenskap - Människa, miljö, samhälle
  - KS US Stadsbyggnad, stadsutveckling och planering
  - KS US Transport Management
  - KS US Urban Studies
  - KS US Urban Studies: Urban Business and Development - Real Estate and Transport
LS program
- LS Bachelor of Arts in Early Years Education
- LS Bachelor of Arts in Study and Career Guidance
- LS Bachelor of Arts in Primary Education Extended School
- LS Degree of Master of Arts in Primary Education
- LS Education and Vocational Knowing: Master’s Program
- LS Education: Educational Theory, Master's Programme (Two-Year)
- LS English and Education: Master's Programme (Two-Year)
- LS History: Specialisation in Cultural Heritage Studies
- LS LALAR/LLÄRY Lärarutbildning 2001-2010
- LS Master of Arts in Primary Education School Years 4-6
- LS Master of Arts in Primary Education PreSchool and School Years 1-3
- LS Master of Arts in Secondary Education
- LS Master of Arts in Upper Secondary Education
- LS Master of Arts/Science in Secondary Education
- LS Master's Programme in Sport Sciences: Sport in Transition
- LS Masters programme in Historical Studies
- LS Pedagogik (fristående kurs)
- LS Postgraduate Diploma in Special Educational Needs
- LS Postgraduate Diploma in Special Needs Training
- LS Sport Sciences
- LS Sport Sciences: Sport in Society, Master's Programme
- LS Subject Didactis
- LS Supplementary Programme in Education
- LS Teaching and Learning in Higher Education, Master’s Programme
- LS ULV
- LS VAL-projektets uppsatser samt grundskollärarutbildning före år 2000
- LS Work Science: Career Development, Master's programme (one-year)
- LS Ämnesdidaktik (fristående kurs)
OD program
- OD Dental Science: Master Program
- OD Odontologie magisterprogram med inriktning oral hälsa
- OD Odontologie magisterprogram med inriktning tandteknik
- OD Tandhygienistutbildning
- OD Tandläkarutbildning
- OD Tandteknikerutbildning
TS program
- TS Byggingenjör
- TS Computational Materials Science
- TS Computer Science: Applied Data Science
- TS Computer Science: Innovation for Change in a Digital Society
- TS Datateknik och mobil IT
- TS Datavetenskap och applikationsutveckling
- TS Informationsarkitekt
- TS IT och ekonomi
- TS Maskin- och materialteknik
- TS Media Technology: Strategic Media Development
- TS Medieproduktion och processdesign
- TS Produktionsledare - Media
- TS Produktutveckling och design
- TS Spelutveckling
- TS Systemutvecklare
x Closed program
- HS closed program
- KS GPS closed program
- KS K3 closed program
- KS US closed program
- LS closed program
- OD closed program
- TS closed program

Cite ExportLink to record

Permanent link

https://urn.kb.se/resolve?urn=urn:nbn:se:mau:diva-61083

Direct link

http://mau.diva-portal.org/smash/record.jsf?pid=diva2:1771063

Cite

Citation style

apa
ieee
modern-language-association-8th-edition
vancouver
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

Forecasting key performance indicators for smart connected vehicles

Skiöld, David

Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).

Arora, Shivani

Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).

Mihailescu, Radu-Casian

Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT). Malmö University, Internet of Things and People (IOTAP).

Balaghi, Ramtin

Volvo Cars, Gothenburg, Sweden..

2022 (English)In: Advances in artificial intelligence: IBERAMIA 2022 / [ed] A C B Garcia, M Ferro, J C R Ribon, Springer, 2022, Vol. 13788, p. 414-415Conference paper, Published paper (Refereed)

Abstract [en]

As connectivity has been introduced to the car industry, automotive companies have in-use cars which are connected to the internet. A key concern in this context represents the difficulty of knowing how the connection quality changes over time and if there are associated issues. In this work we describe the use of CDR data from connected cars supplied by Volvo to build and study forecasting models that predict how relevant KPIs change over time. Our experiments show promising results for this predictive task, which can lead to improving user experience of connectivity in smart vehicles.

Place, publisher, year, edition, pages

Springer, 2022. Vol. 13788, p. 414-415

Series

Lecture Notes in Artificial Intelligence, ISSN 0302-9743, E-ISSN 1611-3349 ; 13788

National Category

Computer Sciences

Identifiers

URN: urn:nbn:se:mau:diva-61083ISBN: 978-3-031-22418-8 (print)ISBN: 978-3-031-22419-5 (electronic)OAI: oai:DiVA.org:mau-61083DiVA, id: diva2:1771063

Conference

17th Ibero-American Conference on Artificial Intelligence (IBERAMIA), NOV 23-25 2022, Cartagena de Indias, COLOMBIA

Available from: 2023-06-20 Created: 2023-06-20 Last updated: 2023-06-29Bibliographically approved

Open Access in DiVA

No full text in DiVA

Authority records

Mihailescu, Radu-Casian

Search in DiVA

isbn

urn-nbn

Total: 23 hits

Cite ExportLink to record

Permanent link

https://urn.kb.se/resolve?urn=urn:nbn:se:mau:diva-61083

Direct link

http://mau.diva-portal.org/smash/record.jsf?pid=diva2:1771063

Cite

Citation style

apa
ieee
modern-language-association-8th-edition
vancouver
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. 2.40.0

WCAG

Support researchers

Support students

Advanced search

Limit the search further

Limit the search further

Skiöld, David

Arora, Shivani

Mihailescu, Radu-Casian

Balaghi, Ramtin

Abstract [en]

Place, publisher, year, edition, pages

Series

National Category

Identifiers

Conference

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