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Tuning complex event processing rules using the prediction-correction paradigm

Yulia Turchin, Avigdor Gal, Segev Wasserkrug
2009 Proceedings of the Third ACM International Conference on Distributed Event-Based Systems - DEBS '09  
A widespread paradigm for enabling such materialization is Complex Event Processing (CEP), a rule based paradigm, which currently relies on domain experts to fully define the relevant rules.  ...  The proposed mechanism consists of two main repetitive stages, namely rule parameter prediction and rule parameter correction.  ...  INTRODUCTION In recent years, the use of the Complex Event Processing paradigm has gained interest in applications such as sensor networks [12] , security applications (e.g., intrusion detection, bio  ... 
doi:10.1145/1619258.1619272 dblp:conf/debs/TurchinGW09 fatcat:qev75lbf5rdttepwvn74lqwds4

Levels of Integration in Cognitive Control and Sequence Processing in the Prefrontal Cortex

Jörg Bahlmann, Franziska M. Korb, Caterina Gratton, Angela D. Friederici, Tiziana Zalla
2012 PLoS ONE  
Sequence processing was manipulated using two different sequencing rules varying in complexity. Cognitive control was varied with different cue-sets that determined the choice of a sequencing rule.  ...  These results suggest that the difference between the process of rule selection (i.e. cognitive control) and the process of rule-based sequencing (i.e. sequence processing) find their neuronal underpinnings  ...  This flexibility is reflected by the number of voxels tuned for the combined, complex rule selection and complex rule processing.  ... 
doi:10.1371/journal.pone.0043774 pmid:22952762 pmcid:PMC3430694 fatcat:vb5vsjt4ffhcxcfyhtnyjwikg4

TIMEDIAL: Temporal Commonsense Reasoning in Dialog [article]

Lianhui Qin, Aditya Gupta, Shyam Upadhyay, Luheng He, Yejin Choi, Manaal Faruqui
2021 arXiv   pre-print
Everyday conversations require understanding everyday events, which in turn, requires understanding temporal commonsense concepts interwoven with those events.  ...  The dataset is publicly available at: https://github.com/google-research-datasets/timedial.  ...  Error Analysis Next, we analyze the different types of errors based on different rules for negative option creation in the annotation process.  ... 
arXiv:2106.04571v1 fatcat:kuzafvslfbbzdka3gbwht7ifa4

Auditory expectations for newly acquired structures

Barbara Tillmann, Bénédicte Poulin-Charronnat
2010 Quarterly Journal of Experimental Psychology  
SRT paradigms have shown the learning of second-order conditional sequences, and thus participants needed to take into consideration two preceding events to predict the next event (e.g., Destrebecqz &  ...  on event processing.  ... 
doi:10.1080/17470210903511228 pmid:20175025 fatcat:6e7mddo2qbam7dlpwd4a6qrk4a

Sequential Cross-Document Coreference Resolution [article]

Emily Allaway, Shuai Wang, Miguel Ballesteros
2021 arXiv   pre-print
In this work we propose a new model that extends the efficient sequential prediction paradigm for coreference resolution to cross-document settings and achieves competitive results for both entity and  ...  event coreference while provides strong evidence of the efficacy of both sequential models and higher-order inference in cross-document settings.  ...  In addition, when using the Swirl parser and additional rules (Swirl+Bh-rules), we observe a large drop for event coreference (−2.1) compared to entity coreference.  ... 
arXiv:2104.08413v1 fatcat:xf37nonbwvc63kpcjkhnnk7pvq

Are We There Yet? Research in Commercial Spoken Dialog Systems [chapter]

Roberto Pieraccini, David Suendermann, Krishna Dayanidhi, Jackson Liscombe
2009 Lecture Notes in Computer Science  
Yet based on a simple finite state machine design paradigm, dialog systems reached today a higher level of complexity.  ...  At the same time new methods for evaluating the subjective caller experience are available.  ...  Yet, the call flow paradigm is still used to build these sophisticated and complex systems.  ... 
doi:10.1007/978-3-642-04208-9_3 fatcat:3xr2cp2tangldjrng4qgwxqxf4

Metrical Presentation Boosts Implicit Learning of Artificial Grammar

Tatiana Selchenkova, Clément François, Daniele Schön, Alexandra Corneyllie, Fabien Perrin, Barbara Tillmann, Todd W. Troyer
2014 PLoS ONE  
These findings suggests that the temporal expectations in the strongly metrical condition helped listeners to better process the pitch dimension, leading to improved learning of the artificial grammar.  ...  future events.  ...  Using the AGL paradigm, Carrión and Bly [6] demonstrated that illformed test sequences elicited a larger N2b/P3 complex (timelocked to the event that violates the grammar) in comparison to well-formed  ... 
doi:10.1371/journal.pone.0112233 pmid:25372147 pmcid:PMC4221617 fatcat:7btx72jlqbh7lbvghqknw7floa

Concurrent optimisation of brain states and behavioural strategies when learning complex tasks [article]

Richard E Daws, Gregory Scott, Eyal Soreq, Robert Leech, Peter Hellyer, Adam Hampshire
2020 bioRxiv   pre-print
cortex to switching events with practice.  ...  We hypothesised that the brain adopts distinct functional states to support different tasks, that switching between them involves a costly process of collapse and reconfiguration of the functional connectome  ...  The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.  ... 
doi:10.1101/2020.06.17.156570 fatcat:sv7f66z6p5d6dpejvbzlyxlrcu

Tune Deafness: Processing Melodic Errors Outside of Conscious Awareness as Reflected by Components of the Auditory ERP

Allen Braun, Joe McArdle, Jennifer Jones, Vladimir Nechaev, Christopher Zalewski, Carmen Brewer, Dennis Drayna, Leslie B. Vosshall
2008 PLoS ONE  
methods to characterize the brain's responses to correct and incorrect melodic sequences.  ...  To identify a pathophysiological marker, we ascertained a group of severely affected TD patients using the Distorted Tunes Test, an ecologically valid task with a longstanding history, and used electrophysiological  ...  Acknowledgments The authors would like to thank Drs. David Poeppel, Alex Martin, and Jonathan Fritz for critical and insightful reviews of this manuscript. Author Contributions  ... 
doi:10.1371/journal.pone.0002349 pmid:18545651 pmcid:PMC2396485 fatcat:74h34bjutzg67kgrmbrazck7na

Constructivist Approaches to First Language Acquisition

Heike BEHRENS
2021 Journal of Child Language  
Regarding the acquisition of morphology, it is shown which types of information leads to the induction of (lexical) categories, and to paradigm building.  ...  Constructivist approaches to language acquisition predict that form-function mappings are derived from distributional patterns in the input, and their contextual embedding.  ...  In the visual-world paradigm, eye-tracking information is used to trace the online processing.  ... 
doi:10.1017/s0305000921000556 pmid:34382923 fatcat:3nkor55lqfev5hoyfqktmq2y3u

Modifying clonal selection theory with a probabilistic cell

Philip D. Hodgkin
2018 Immunological Reviews  
been, corrected in more complex models, to more closely match the biology, but this requires further ad hoc additions to recapture the specific behavior and still may not lead to predictions far beyond  ...  (c) How can a predictive theory of the cell give us the ability to predict the effects of drug therapies or gene changes and other molecular interventions?  ... 
doi:10.1111/imr.12695 pmid:30129201 fatcat:sr7cqgnagnc4nfinosmjx54zqa

Optimizing the stimulus presentation paradigm design for the P300-based brain-computer interface using performance prediction

B O Mainsah, G Reeves, L M Collins, C S Throckmorton
2017 Journal of Neural Engineering  
We used a probabilistic-based performance prediction method as an evaluation criterion to select a final configuration of the PBP.  ...  P300 ERP elicitation process and a limited ability to predict online performance with their proposed methods.  ...  The authors would like to thank the participants who volunteered their time for this study. The authors would also like to thank the two anonymous reviewers for their respective comments.  ... 
doi:10.1088/1741-2552/aa7525 pmid:28548052 pmcid:PMC6038809 fatcat:2vndsmb3p5gyveidoz64jvg3ni

Event Generators for Linear Collider Physics [article]

Michael E. Peskin
1999 arXiv   pre-print
I review the array of event generators which have been written to provide simulations of high-energy e+e- reactions.  ...  (Session summary talk presented at the 1999 International Workshop on Linear Colliders, Sitges, Barcelona, Spain.)  ...  This work was supported by the US Department of Energy under contract DE-AC03-76SF00515.  ... 
arXiv:hep-ph/9910520v1 fatcat:w436cz2idjbvhaca7q7gcibwbu

Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey [article]

Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heinz, Dan Roth
2021 arXiv   pre-print
Large, pre-trained transformer-based language models such as BERT have drastically changed the Natural Language Processing (NLP) field.  ...  We present a survey of recent work that uses these large language models to solve NLP tasks via pre-training then fine-tuning, prompting, or text generation approaches.  ...  Inference Rule Generation For some applications, it is important to understand the process by which the final predictions of the models are obtained.  ... 
arXiv:2111.01243v1 fatcat:4xfjkkby2bfnhdrhmrdlliy76m

Reduced memory representations for music

E Large
1995 Cognitive Science  
Analyses of the musical events retained across variations provided support for the reductionist account of structural importonce.  ...  , the network model, and music-theoretic predictions suggest that perceived constancy across musical voriotion is a natural result of o reductionist mechanism for producing memory representations.  ...  First, recurrent networks are simple; they process a sequence one event at a time and assume no complex controi mechanism.  ... 
doi:10.1016/0364-0213(95)90004-7 fatcat:5yk76kcbfvfpxdueave3o44eny
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