Transportation Type Identification by using Machine Learning Algorithms with Cellular Information
暂无分享,去创建一个
[1] Johannes Peltola,et al. Activity classification using realistic data from wearable sensors , 2006, IEEE Transactions on Information Technology in Biomedicine.
[2] Jyh-Cheng Chen,et al. SensingGO: Toward Mobile/Cellular Data Measurement with Social and Rewarding Activities , 2018, MobiCom.
[3] Arash Jahangiri,et al. Developing a Support Vector Machine (SVM) Classifier for Transportation Mode Identification by Using Mobile Phone Sensor Data , 2014 .
[4] Wei-Ying Ma,et al. Understanding mobility based on GPS data , 2008, UbiComp.
[5] Axel Küpper,et al. Estimating locations and coverage areas of mobile network cells based on crowdsourced data , 2013, 6th Joint IFIP Wireless and Mobile Networking Conference (WMNC).
[6] Filip Biljecki,et al. Transportation mode-based segmentation and classification of movement trajectories , 2013, Int. J. Geogr. Inf. Sci..
[7] Hanghang Tong,et al. Online Travel Mode Identification Using Smartphones With Battery Saving Considerations , 2016, IEEE Transactions on Intelligent Transportation Systems.
[8] Éric Gaussier,et al. A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for Evaluation , 2005, ECIR.
[9] Wen-Chih Peng,et al. Public Transportation Mode Detection from Cellular Data , 2017, CIKM.
[10] William G. Griswold,et al. Mobility Detection Using Everyday GSM Traces , 2006, UbiComp.
[11] I. Anderson,et al. Practical Activity Recognition using GSM Data ∗ , .
[12] Xing Xie,et al. Learning transportation mode from raw gps data for geographic applications on the web , 2008, WWW.
[13] Tristan Henderson,et al. The changing usage of a mature campus-wide wireless network , 2008, Comput. Networks.
[14] Philip S. Yu,et al. Transportation mode detection using mobile phones and GIS information , 2011, GIS.
[15] Moustafa Youssef,et al. The Diversity and Scale Matter: Ubiquitous Transportation Mode Detection Using Single Cell Tower Information , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).
[16] Syed Touqeer Pasha. Energy Efficiency in Smartphones: A Survey on GPS energy conservation , 2017 .
[17] Shih-Hau Fang,et al. Transportation Modes Classification Using Sensors on Smartphones , 2016, Sensors.
[18] Peter Widhalm,et al. Transport mode detection with realistic Smartphone sensor data , 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).
[19] Hesham A. Rakha,et al. Applying Machine Learning Techniques to Transportation Mode Recognition Using Mobile Phone Sensor Data , 2015, IEEE Transactions on Intelligent Transportation Systems.
[20] Jürgen Götze,et al. Classifying means of transportation using mobile sensor data , 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).