Event tree associated with the PC sequence
Sequence to Sequence Learning for Event Prediction
... an event description from a preceding sentence in a ...explores sequence-to-sequence learning using a bidirectional multi-layer recurrent neural ...of event prediction, we complement our study ...
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A Tree Sequence Alignment based Tree to Tree Translation Model
... on tree sequence alignment, where a tree sequence refers to a single sequence of sub- trees that covers a ...aligned tree sequence pairs with mapping probabilities from ...
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Fault Tree Analysis (FTA) and Event Tree Analysis (ETA)
... ‘undesired event’; in reality, multiple causes can lead to many different events initially, each then escalating with multiple ...each event with FTA and ...an event, whereas ETA is interested in ...
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Sequence detection in event log files
... have not been indexed yet. For example, if the index is updated on a daily basis, the log file is expected to contain from a few thousand of events up to several millions. Pattern indexing and querying is applied per ...
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Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization
... Abstract—Sound event localization frameworks based on deep neural networks have shown increased robustness with respect to reverberation and noise in comparison to classical parametric ...sound event ...
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Tree to Sequence Attentional Neural Machine Translation
... a tree-based encoder following the parsed tree. Our proposed tree-based encoder is a natural extension of the sequential encoder model, where the leaf units of the tree-LSTM in the encoder can ...
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Genome sequence of the olive tree, Olea europaea
... 5000 − n 10 − N 10 − k 95 − l 75 − aligner map − q 10. This assembly accounts for 60.7 Mbp of sequence, and has an N50 of 1,506 bp for contigs and 2,351 bp for scaf- folds. This assembly was then broken into ...
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Automated Testing with Targeted Event Sequence Generation
... a sequence of events, each with some parameters depending on the kind of event, for example, coordinates for click events and string values when text fields are filled ...possible event sequences ...
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Understanding stories via event sequence modeling
... future event is likely to occur or not, it depends on not only the events that have happened earlier, but also knowledge gained through human ...of event causality, i.e. one event leads to another, ...
138
Event Classification from Video Sequence Data
... Examiners: Dr. Pasi Pertil¨ a, Dr. Mikko Parviainen Keywords: Machine Learning, Neural Networks, Classification, Deep Learning, Action Recognition The process of identifying a specific event from a video is a ...
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Network (Tree) Topology Inference Based on Prüfer Sequence
... Since the lowest label among the leaves is well defined, we consider m to be the first internal node connecting to the lowest label. The label m is r+1. Thus we generate unique labels in the increasing order for every ...
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Forest based Tree Sequence to String Translation Model
... of tree sequence has already been covered by forest because forest encodes implicitly a huge number of parse trees and these parse trees may generate many differ- ent phrases and structure segmentations ...
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Answer Extraction as Sequence Tagging with Tree Edit Distance
... through tree edits, drawing features from the question and the edit script, motivating the use of a linear-chain CRF model (Lafferty et ...other sequence tagging ...
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Event Time Extraction with a Decision Tree of Neural Classifiers
... In a post-processing step, those TLINKs are used to retrieve the information when an event happened. Extracting the relations is often formulated as a pair-wise classification task. Each pair of events and/or ...
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Analysis of Resilience of a Digital Substation Using an Event Tree
... an event tree is a graphic method of monitoring the sequence of events leading to an unfavorable ...A tree trunk (an incident) is in the left-hand part of the figure. Tree branches are ...
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Exploiting the Entity Type Sequence to Benefit Event Detection
... 2 Beijing Key Laboratory of Traffic Data Analysis and Mining, Beijing, China {yuzeji, yflin, gaojianwei, hywan}@bjtu.edu.cn Abstract Event Detection (ED) is one of the most im- portant tasks in the field of ...
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Extending Event Sequence Processing:New Models and Optimization Techniques
... if event instances which math the negation part ...composite event types within their proposed language, the execution strategy for such nested queries is not ...
224
UNDERSTANDING ERROR LOG EVENT SEQUENCE FOR FAILURE ANALYSIS
... Understanding Error Log Event Sequence for Failure Analysis basically natural language texts providing more insights to the error logs are used for this ID assignment. In our algorithm to perform this, we ...
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Sequence Partitioning for Process Mining with Unlabeled Event Logs
... input sequence would have from a few hundred to a few thousand events, with not more than 10-15 different ...input sequence into a set of up to 5-10 patterns although, in many cases, fewer patterns will ...
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A Tree to Sequence Model for Neural NLG in Task Oriented Dialog
... systems. Sequence-to-sequence models on flat meaning representations (MR) have been dominant in this task, for example in the E2E NLG ...a tree-structured MR can improve the model for better ...
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