Forskningsprojekt: Allmänt Mikrodataaanalys - transporter
Projektledare
Kenneth Carling
Deltagare
Diala Jomaa Asif Ur Rahman Kristin Svenson
Projektperiod
2012-01-01 -
Projektstatus
Pågående
Beskrivning
Forskningen gäller främst studier av komplexa processer inom näringsliv och samhällsbyggande.
Särskilt berörs områden med relevans för regionen och andra områden utanför storstäderna, såsom transport, infrastruktur, handel och turism.
Kärnan inom forskningsprofilen ligger i att skapa och anpassa verktyg att analysera dessa processer genom utveckling av avancerade mikrodataanalysmetoder och -tekniker. Mikrodataanalys är ett flervetenskapligt kunskapsområde som handlar om insamlande, modellering, sammanställning och uttolkning av stora datamängder, samt bakomliggande algoritmer, metoder och tekniker.
Mikrodataanalys omfattar flera samverkande delområden såsom artificiell intelligens, beslutsstödssystem, hushållning med begränsade resurser, datamodellering, försöksplanering, fokusgrupper, geografiska informationssystem, visualisering, mättekniker, optimering, prognoser, simulering och statistisk slutledning.
Forskningen sker i nära samverkan med regionala och nationella företag och myndigheter inom bland annat transport, tillverkningsindustri, turism och handel, vilka också har roller som finansiärer och dataleverantörer. Detta samarbete och kompetensen i mikrodataanalys ligger också till grund för masterutbildningen Business Intelligence, vilken syftar till att utbilda personer med särskild kompetens att arbeta med beslutsstöd i företagsledningar och andra ledningsgrupper.
Nyckelord
Forskningsprofil
Komplexa system - mikrodataanalys
Ämne
Mikrodataanalys
Finansiärer
Publikationer
Dougherty, Mark . Exploring traffic systems by elasticity analysis of neural networks , Ingår i: Neural Networks in Transport Applications , Taylor and Francis, 2019. Kapitel av bok.
Espegren, Yanina, Carling, Kenneth, Olsmats, Carl . Smart online grocery delivery and peri-urbanconsumers’ attitudes , Working papers in transport, tourism, information technology and microdata analysis , 2018. Rapport.
Carling, Kenneth, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . The effect on CO2 emissions of taxing truck distance in retail transports , Transportation Research Part A , 2017, Vol. 97, 47-54. Artikel : refereegranskat.
Zhao, Xiaoyun . Government vs Market in Sustainable Residential Development? : Microdata analysis of car travel, CO2 emission and residence location , Dalarna University, 2017. Doktorsavhandling.
Jia, Tao, Håkansson, Johan . To what extent are CO2 emissions from intra-urban shopping trips by cars affected by drivers’ travel behaviour and store location? , Working papers in transport, tourism, information technology and microdata analysis , 2016. Rapport.
Zhao, Xiaoyun, Carling, Kenneth, Håkansson, Johan . Residential planning, driver mobility and CO2 emission , Working papers in transport, tourism, information technology and microdata analysis , 2016. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring transport related CO2 emissions induced by online and brick-and-mortar retailing , Transportation Research Part D , 2015, Vol. 40, 28-42. Artikel : refereegranskat.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Distance measure and the p-median problem in rural areas , Annals of Operations Research , 2015, Vol. 226, No. 1, 89-99. Artikel : refereegranskat.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Testing the gravity p -median model empirically , Operations Research Perspectives , 2015, Vol. 2, No. 124. Artikel : refereegranskat.
Carling, Kenneth, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . The effects of taxing truck distance on CO2 emissions from transports in retailing , Working papers in transport, tourism, information technology and microdata analysis , 2015. Rapport.
Zhao, Xiaoyun, Rebreyend, Pascal, Håkansson, Johan . How does the complexity of a road network affect optimal facility locations? , Working papers in transport, tourism, information technology and microdata analysis , 2015. Rapport.
Zhao, Xiaoyun . On processing GPS tracking data of spatiotemporal car movements : a case study , Working papers in transport, tourism, information technology and microdata analysis , 2015. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring CO2 emissions induced by online and brick-and-mortar retailing , Working papers in transport, tourism, information technology and microdata analysis , 2014. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring CO2 emissions induced by online and brick-and-mortar retailing , HUI Working Papers , 2014. Rapport.
Jomaa, Diala, Dougherty, Mark, Yella, Siril, Edvardsson, Karin . Effectiveness of vehicle activated signs on mean speed and standard deviation of vehicle speed , Working papers in transport, tourism, information technology and microdata analysis , 2014. Rapport.
Landré, Martin . Using GIS to measure regional enlargement and strengthening in Sweden , Journal of Intelligent Transportation and Urban Planning , 2014, Vol. 2, No. 1, 41-50. Artikel : refereegranskat.
Zhao, Xiaoyun, Carling, Kenneth, Håkansson, Johan . An Evaluation of the Reliability of GPS-Based Transportation Data , Working papers in transport, tourism, information technology and microdata analysis , 2014. Rapport.
Zhao, Xiaoyun . On processing GPS tracking data of car-movements in Borlänge, Sweden , Working papers in transport, tourism, information technology and microdata analysis , 2014. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Var ska sjukhusen ligga? , Ekonomiska samfundets tidskrift , 2013, No. 3, 165-171. Artikel : refereegranskat.
Carling, Kenneth, Håkansson, Johan, Jia, Tao . Out-of-town shopping and its induced CO2 -emissions , Working papers in transport, tourism, information technology and microdata analysis , 2013. Rapport.
Carling, Kenneth, Håkansson, Johan, Jia, Tao . Out-of-town shopping and its induced CO2 -emissions , Journal of Retailing and Consumer Services , 2013, Vol. 20, No. 4, 382-388. Artikel : refereegranskat.
Carling, Kenneth, Håkansson, Johan, Rudholm, Niklas . Optimal retail location and CO2 -emissions , Applied Economics Letters , 2013, Vol. 20, No. 14, 1357-1361. Artikel : refereegranskat.
Carling, Kenneth, Håkansson, Johan . A compelling argument for the gravity p-median model , European Journal of Operational Research , 2013, Vol. 226, No. 3, 658-660. Artikel : refereegranskat.
Heldt Cassel, Susanna, Macuchova, Zuzana, Rudholm, Niklas, Rydell, Alexis . Willingness to commute long distance among job seekers in Dalarna, Sweden , Journal of Transport Geography , 2013, Vol. 28, 49-55. Artikel : refereegranskat.
Håkansson, Johan, Isacsson, Gunnar, Wieweg, Lena . Extended local labor markets due to high speed trains : Visualization of estimations in the Swedish national travel demand forecasting tool, SAMPERS , Working papers in transport, tourism, information technology and microdata analysis , 2013. Rapport.
Jia, Tao, Carling, Kenneth, Håkansson, Johan . Trips and their CO2 emissions induced by a shopping center , Working papers in transport, tourism, information technology and microdata analysis , 2013. Rapport.
Jia, Tao, Carling, Kenneth, Håkansson, Johan . Trips and their CO2 emissions to and from a shopping center , Journal of Transport Geography , 2013, Vol. 33, 135-145. Artikel : refereegranskat.
Landré, Martin, Håkansson, Johan . Rule versus interaction function : evaluating regional aggregations of commuting flows in Sweden , European journal of transport and infrastructure research , 2013, Vol. 13, No. 1, 1-19. Artikel : refereegranskat.
Svenson, Kristin . Estimated lifetimes of road pavements in Sweden using time-to-event analysis , Working papers in transport, tourism, information technology and microdata analysis , 2013. Rapport.
Zhao, Xiaoyun, Carling, Kenneth, Dan, Zhiguang, Håkansson, Johan . Network density and the p -median solution , Working papers in transport, tourism, information technology and microdata analysis , 2013. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Distance measure and the p -median problem in rural areas , Working papers in transport, tourism, information technology and microdata analysis , 2012. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . An empirical test of the gravity p -median model , Working papers in transport, tourism, information technology and microdata analysis , 2012. Rapport.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Does Euclidean distance work well when the p -median model is applied in rural areas? , Annals of Operations Research , 2012, Vol. 201, No. 1, 83-97. Artikel : refereegranskat.
Carling, Kenneth, Håkansson, Johan, Rudholm, Niklas . Optimal retail location and CO2 emissions , Working papers in transport, tourism, information technology and microdata analysis , 2012. Rapport.
Carling, Kenneth, Håkansson, Johan . Short Communication: A compelling argument for the gravity p -median model , Working papers in transport, tourism, information technology and microdata analysis , 2012. Rapport.
Fleyeh, Hasan, Davami, Erfan, Jomaa, Diala . Segmentation of fingerprint images based on bi-level processing using fuzzy rules , Fuzzy Information Processing Society (NAFIPS), 2012 Annual Meeting of the North American : 2012. Konferensbidrag : refereegranskat.
Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . How does the use of different road networks effect the optimal location of facilities in rural areas? , Working papers in transport, tourism, information technology and microdata analysis , 2012. Rapport.
Jia, Tao, Jiang, Bin, Carling, Kenneth, Bohlin, Magnus, Ban, Yifang . An empirical study on human mobility and its agent-based modeling , Journal of Statistical Mechanics , 2012. Artikel : refereegranskat.
Landré, Martin . Geoprocessing journey-to-work data : delineating commuting regions in Dalarna, Sweden , ISPRS International Journal of Geo-information , 2012, No. 1, 294-314. Artikel : refereegranskat.
Landré, Martin . Transport and tourism : a weak symbiosis. An introduction to the special issue , European Journal of Transport and Infrastructure Research , 2011, No. 3, 276-280. Artikel : refereegranskat.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Methodological issues in applying Location Models to Rural areas , Working papers in transport, tourism and information technology , 2010. Rapport.
Heldt Cassel, Susanna, Thulemark, Maria . Förutsättningar för pendling i sårbara arbetsmarknadsregioner , Arbetsrapport / Högskolan Dalarna , 2009. Rapport.
Håkansson, Johan, Stjernström, Olof, Weissglas, Gösta . Risk- och sårbarhetsaspekter i planeringsprocessen vid järnvägsinvesteringar : -Exemplet Botniabanan , 2001. Rapport.
Malmberg, Gunnar, Håkansson, Johan . Pendling och flyttning över sundet? Konsekvenser av Öresundsbron : Bilagsband til SBI-rapport 315 , Ingår i: Boligmarkedet i Öresundsregionen , Statens Byggeforskningsinstitut (SBI), 1999. Kapitel av bok.