Discovery of Frequent Episodes in Event Sequences
Data Mining and Knowledge Discovery
Knowledge Discovery from Telecommunication Network Alarm Databases
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Mining Generalized Association Rules
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Data mining to detect abnormal behavior in aerospace data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Time series similarity measures (tutorial PM-2)
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Finding simple intensity descriptions from event sequence data
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
General Temporal Knowledge for Planning and Data Mining
Annals of Mathematics and Artificial Intelligence
The Representation Race - Preprocessing for Handling Time Phenomena
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Time-Series Segmentation and Symbolic Representation, from Process-Monitoring to Data-Mining
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Distribution Discovery: Local Analysis of Temporal Rules
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
MAPS: A Method for Identifying and Predicting Aberrant Behavior in Time Series
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
A Two-Phase Stock Trading System Using Distributional Differences
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
On the need for time series data mining benchmarks: a survey and empirical demonstration
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
On effective classification of strings with wavelets
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A unifying framework for detecting outliers and change points from non-stationary time series data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining Asynchronous Periodic Patterns in Time Series Data
IEEE Transactions on Knowledge and Data Engineering
On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration
Data Mining and Knowledge Discovery
Bursty and Hierarchical Structure in Streams
Data Mining and Knowledge Discovery
Online novelty detection on temporal sequences
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Simplified time series representations for efficient analysis of industrial process data
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms
Data Mining and Knowledge Discovery
Mining Surprising Periodic Patterns
Data Mining and Knowledge Discovery
Using Markov chain Monte Carlo and dynamic programming for event sequence data
Knowledge and Information Systems
On the Use of Wavelet Decomposition for String Classification
Data Mining and Knowledge Discovery
ACM SIGMOD Record
OOPSLA '05 Proceedings of the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Geoinformatica
A Unifying Framework for Detecting Outliers and Change Points from Time Series
IEEE Transactions on Knowledge and Data Engineering
Contour map matching for event detection in sensor networks
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Simulating non-scanning worms on peer-to-peer networks
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Adaptive event detection with time-varying poisson processes
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning and inferring transportation routines
Artificial Intelligence
Marking time in sequence mining
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Data & Knowledge Engineering
Towards automatic extraction of event and place semantics from flickr tags
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Detecting changes in large data sets of payment card data: a case study
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to detect events with Markov-modulated poisson processes
ACM Transactions on Knowledge Discovery from Data (TKDD)
Clustering over Multiple Evolving Streams by Events and Correlations
IEEE Transactions on Knowledge and Data Engineering
Land cover change detection: a case study
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
Motion entropy feature and its applications to event-based segmentation of sports video
EURASIP Journal on Advances in Signal Processing
A framework for visualization and exploration of events
Information Visualization
Region-Oriented Visual Attention Framework for Activity Detection
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Fuzzy Knowledge Discovery from Time Series Data for Events Prediction
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Link-based event detection in email communication networks
Proceedings of the 2009 ACM symposium on Applied Computing
On exploiting the power of time in data mining
ACM SIGKDD Explorations Newsletter
Network anomaly detection based on Eigen equation compression
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Cluster-based genetic segmentation of time series with DWT
Pattern Recognition Letters
Learning and inferring transportation routines
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Real-time detection of task switches of desktop users
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Mining data streams with periodically changing distributions
Proceedings of the 18th ACM conference on Information and knowledge management
Predicting service request rates for adaptive resource allocation in SOA
Proceedings of the International Workshop on Enterprises & Organizational Modeling and Simulation
Real-time segmenting time series data
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Data mining on multimedia data
Data mining on multimedia data
Online anomaly detection for sensor systems: A simple and efficient approach
Performance Evaluation
Discrete wavelet transform-based time series analysis and mining
ACM Computing Surveys (CSUR)
A review on time series data mining
Engineering Applications of Artificial Intelligence
Journal of the American Society for Information Science and Technology
Real-time change-point detection using sequentially discounting normalized maximum likelihood coding
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Multi-stage change-point detection scheme for large-scale simultaneous events
Computer Communications
Short-term sales forecasting with change-point evaluation and pattern matching algorithms
Expert Systems with Applications: An International Journal
Activity mining: challenges and prospects
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Pattern-based event detection in sensor networks
Distributed and Parallel Databases
Features for learning local patterns in time-stamped data
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
User subjectivity in change modeling of streaming itemsets
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Visualization of cluster changes by comparing self-organizing maps
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Mining mobile group patterns: a trajectory-based approach
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Change detection in time series data using wavelet footprints
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Mining semantic structures in movies
INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming
Annals of Mathematics and Artificial Intelligence
Temporal data mining for smart homes
Designing Smart Homes
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders
Artificial Intelligence in Medicine
Using metadata to improve experiment reliability in shared environments
TMA'12 Proceedings of the 4th international conference on Traffic Monitoring and Analysis
Sequential change-point detection based on direct density-ratio estimation
Statistical Analysis and Data Mining
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
RainMon: an integrated approach to mining bursty timeseries monitoring data
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Evolving event detectors in multi-channel sensor data
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Proceedings of the 22nd international conference on World Wide Web companion
Identifying local events by using microblogs as social sensors
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Wavelet-based Burst Event Detection and Localization in Water Distribution Systems
Journal of Signal Processing Systems
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Optimal time segments for stress detection
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Mining effective multi-segment sliding window for pathogen incidence rate prediction
Data & Knowledge Engineering
Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
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