Class-based n-gram models of natural language
Computational Linguistics
Algorithms for bigram and trigram word clustering
Speech Communication
The visual analysis of human movement: a survey
Computer Vision and Image Understanding
Maintaining knowledge about temporal intervals
Communications of the ACM
Temporal Constraints: A Survey
Constraints
Soft Computing and Fuzzy Logic
IEEE Software
Unsupervised Learning with Mixed Numeric and Nominal Data
IEEE Transactions on Knowledge and Data Engineering
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ICGI '94 Proceedings of the Second International Colloquium on Grammatical Inference and Applications
Discovering Temporal Patterns for Interval-Based Events
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
A Method for Temporal Knowledge Conversion
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Fluent Learning: Elucidating the Structure of Episodes
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Algorithms for time series knowledge mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Computing Surveys (CSUR)
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Unsupervised pattern mining from symbolic temporal data
ACM SIGKDD Explorations Newsletter - Special issue on data mining for health informatics
Interaction techniques for the analysis of complex data on high-resolution displays
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
Improving a simple bigram HMM part-of-speech tagger by latent annotation and self-training
NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
VACE multimodal meeting corpus
MLMI'05 Proceedings of the Second international conference on Machine Learning for Multimodal Interaction
Fuzzy logic = computing with words
IEEE Transactions on Fuzzy Systems
Toward multimodal situated analysis
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Interactive data-driven discovery of temporal behavior models from events in media streams
Proceedings of the 20th ACM international conference on Multimedia
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This work investigates using n-gram processing and a temporal relation encoding to providing relational information about events extracted from media streams. The event information is temporal and nominal in nature being categorized by a descriptive label or symbolic means and can be difficult to relationally compare and give ranking metrics. Given a parsed sequence of events, relational information pertinent to comparison between events can be obtained through the application of n-grams techniques borrowed from speech processing and temporal relation logic. The procedure is discussed along with results computed using a representative data set characterized by nominal event data.