Michael May

Affiliations:
  • Siemens Corporate Technology, Munich, Germany
  • Fraunhofer AIS, St. Augustin, Germany (former)


According to our database1, Michael May authored at least 38 papers between 2002 and 2016.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2016
Towards Industrial Machine Intelligence.
Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016

2015
Challenges from Industrial Data Analytics.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

2013
Large-scale Online Mobility Monitoring with Exponential Histograms.
Proceedings of the First International Workshop on Big Dynamic Distributed Data, 2013

Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor Readings.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Road-quality Classification and Bump Detection with Bicycle-Mounted Smartphones.
Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), 2013

2012
An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

Spatiotemporal Modeling and Analysis - Introduction and Overview.
Künstliche Intell., 2012

Special Issue on Spatiotemporal Modeling and Analysis.
Künstliche Intell., 2012

Pedestrian Quantity Estimation with Trajectory Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Privacy-preserving distributed monitoring of visit quantities.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Incorporating Mobility Patterns in Pedestrian Quantity Estimation and Sensor Placement.
Proceedings of the Citizen in Sensor Networks - First International Workshop, 2012

2011
Ubiquitous Knowledge Discovery.
Intell. Data Anal., 2011

Robustness analyses for repeated mobility surveys in outdoor advertising.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

Challenges and Advantages of using GPS Data in Outdoor Advertisement.
Proceedings of the Geoinformatik 2011 - Geochange: Konferenzband, Münster, 2011

Modeling Micro-Movement Variability in Mobility Studies.
Proceedings of the Advancing Geoinformation Science for a Changing World [Papers from the 14th AGILE Conference, 2011

2010
Introduction: The Challenge of Ubiquitous Knowledge Discovery.
Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010

Spatial Data Mining in Practice: Principles and Case Studies.
Proceedings of the Data Mining for Business Applications, 2010

Sample Bias due to Missing Data in Mobility Surveys.
Proceedings of the ICDMW 2010, 2010

Visit Potential: A Common Vocabulary for the Analysis of Entity-Location Interactions in Mobility Applications.
Proceedings of the Geospatial Thinking, 2010

2009
Handling missing values in GPS surveys using survival analysis: a GPS case study of outdoor advertising.
Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

Fast Visual Trajectory Analysis Using Spatial Bayesian Networks.
Proceedings of the ICDM Workshops 2009, 2009

Modelling Missing Values for Audience Measurement in Outdoor Advertising Using GPS Data.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

2008
Knowledge Discovery from Geographical Data.
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008

Spatiotemporal Data Mining.
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008

Digging Deep into the Data Mine with DataMiningGrid.
IEEE Internet Comput., 2008

A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Scalable Sparse Bayesian Network Learning for Spatial Applications.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Clustering of German municipalities based on mobility characteristics: an overview of results.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Pedestrian flow prediction in extensive road networks using biased observational data.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008


2007
KDubiq Workshop at the European Conference for Ambient Intelligence 2007.
Proceedings of the Constructing Ambient Intelligence, 2007

2006
Mining spatio-temporal data.
J. Intell. Inf. Syst., 2006

Grid-Based Knowledge Discovery in Clinico-Genomic Data.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

2004
A Service-Centric Perspective for Data Mining in Complex Problem Solving Environments.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

2003
Mining census data for spatial effects on mortality.
Intell. Data Anal., 2003

SPIN!-An Enterprise Architecture for Spatial Data Mining.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

2002
Spatial Subgroup Mining Integrated in an Object-Relational Spatial Database.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Spatial Subgroup Discovery Applied to the Analysis of Vegetation Data.
Proceedings of the Practical Aspects of Knowledge Management, 4th International Conference, 2002


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