Event detection from time series data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Finding surprising patterns in a time series database in linear time and space
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Using Markov chain Monte Carlo and dynamic programming for event sequence data
Knowledge and Information Systems
Learning to detect events with Markov-modulated poisson processes
ACM Transactions on Knowledge Discovery from Data (TKDD)
Machine learning approaches to network anomaly detection
SYSML'07 Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques
A bayesian mixture model with linear regression mixing proportions
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Supporting Customer Retention through Real-Time Monitoring of Individual Web Usage
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Sensor node lifetime analysis: Models and tools
ACM Transactions on Sensor Networks (TOSN)
Link-based event detection in email communication networks
Proceedings of the 2009 ACM symposium on Applied Computing
Intervention Events Detection and Prediction in Data Streams
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
ACM Computing Surveys (CSUR)
Efficient anomaly monitoring over moving object trajectory streams
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A semantic approach for building pervasive spaces
Proceedings of the 6th Middleware Doctoral Symposium
Model-based design exploration of wireless sensor node lifetimes
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
On privacy in time series data mining
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
PET: a statistical model for popular events tracking in social communities
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
A new class of attacks on time series data mining\m{1}
Intelligent Data Analysis
Exploratory novelty identification in human activity data streams
Proceedings of the ACM SIGSPATIAL International Workshop on GeoStreaming
An efficient approach for mining segment-wise intervention rules in time-series streams
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Journal of Real-Time Image Processing
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Space-time dynamics of topics in streaming text
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Where traffic meets DNA: mobility mining using biological sequence analysis revisited
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Probabilistic analysis of a large-scale urban traffic sensor data set
Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data
Mining traffic incidents to forecast impact
Proceedings of the ACM SIGKDD International Workshop on Urban Computing
Ads and the city: considering geographic distance goes a long way
Proceedings of the sixth ACM conference on Recommender systems
A unified framework for modeling and predicting going-out behavior
Pervasive'12 Proceedings of the 10th international conference on Pervasive Computing
Finding bursty topics from microblogs
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Identifying event-related bursts via social media activities
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Online predictive model for taxi services
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
AnchorMF: towards effective event context identification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Review: A review of novelty detection
Signal Processing
EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization
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