Ivana Semanjski

Publications

• Unsupervised hierarchical clustering approach for tourism market segmentation based on crowdsourced mobile phone data
• VEBIMOBE zoekt niet kortste maar meest duurzame route : verkeersbordendatabank blijkt goede basis voor ontwikkeling duurzame routenavigatie
• A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods
• Assessment of Smartphone Positioning Data Quality in the Scope of Citizen Science Contributions
• Spatial context mining approach for transport mode recognition from mobile sensed big data
• Crowdsourcing mobility insights - Reflection of attitude based segments on high resolution mobility behaviour data
• Policy 2.0 platform for mobile sensing and incentivized targeted shifts in mobility behavior
• Data analytics 2016: proceedings of the fifth international conference on data analytics
• Forecasting the state of health of electric vehicle batteries to evaluate the viability of car sharing practices
• Forecasting transport mode use with support vector machines based approach
• Forecasting travel behaviour from crowdsourced data with machine learning based model
• How to monitor sustainable mobility in cities? Literature review in the frame of creating a set of sustainable mobility indicators
• Integrating big data into a sustainable mobility Policy 2.0 planning support system
• Sensing Human Activity for Smart Cities' Mobility Management
• Transport and traffic analytics in smart cities
• Cohousing and EV Sharing: Field-tests in Flanders
• Smart city mobility application: gradient boosting trees for mobility prediction and analysis based on crowdsourced data