[PDF] Top 20 Event Detection with Burst Information Networks
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Event Detection with Burst Information Networks
... for event detection. The time complexity of burst detection algorithm is O(T) for one word where T is the time span of the stream and it can be conducted in parallel for different words ... See full document
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News Stream Summarization using Burst Information Networks
... Stream summarization is not a hot topic in NLP community. Despite the related work that studies corpus summarization of research papers (Sipos et al., 2012), Ge et al. (2015b) is the only work ex- actly dealing with the ... See full document
11
Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks
... level event detection models: they are designed to use the sentence information for event ...sentence information, they can be divided into two categories: the feature-based models and ... See full document
10
Nugget Proposal Networks for Chinese Event Detection
... regard event detection as a word-wise clas- sification task, which suffer from the mis- match problem between words and event triggers, especially in languages without natural word delimiters such as ... See full document
10
Event Detection and Domain Adaptation with Convolutional Neural Networks
... the target domains due to the domain shifts. (ii) Comparing CNN1 and the baseline systems, we see that CNN1 performs comparably with the baseline systems on the source domain (in-domain performance) (as expected), ... See full document
7
Sensor Networks for Geospatial Event Detection Theory and Applications
... Sensor placement. In some situations, designers face the problem of optimally placing sensors and selecting subsets of sensors for querying. For example, practitioners may want to place sensors to monitor the radiation ... See full document
157
Modeling Skip Grams for Event Detection with Convolutional Neural Networks
... cross-event information (Ji and Grishman, 2008; Gupta and Ji, 2009; Patwardhan and Riloff, 2009; Liao and Grishman, 2011; Hong et ...investigated event trigger detection in the joint inference ... See full document
6
Use of Binary Data for Malicious Data Detection and Event Detection in Wireless Sensor Network
... sensor Networks (WSNs) [1] are helpless and can be maliciously given up, by physically or remotely, with probably deleting ...sensor networks are utilized for detecting the event of happening, for ... See full document
7
Exploiting contextual information for prosodic event detection using auto-context
... neural networks (NNs) to detect pitch accent and boundary, with NNs giving the best ...prosodic event detection have been summarized in Table ... See full document
14
Design of Modulation and Packet Detection in Body Area Networks
... a burst communication system, like BAN, packet should be detected before the signal is modulated and decoded at the ...packet detection in AWGN channel. [14] investigates burst pack- et ... See full document
6
Water quality event detection and customer complaint clustering analysis in distribution systems
... Figure 4a provides a summary of classifications. Figure 4b shows which parameters were contributing factors to detections for particular categories; for example pressure and turbidity were predominant for ... See full document
10
Finding Bursty Topics from Microblogs
... bursty event detection from text streams has been studied before, previous work may not be suitable for microblogs because compared with other text streams such as news articles and scientific publications, ... See full document
9
Distributed Event Region Detection in Wireless Sensor Networks
... coarse information about the signal, noise, and the event- region from a small subset of sensor observations, which can help us to determine an appropriate λ by a calibration pro- ...coarse ... See full document
7
A Novel Burst based Text Representation Model for Scalable Event Detection
... novel burst-based text rep- resentation model, to our best knowledge, it is the first work which explicitly incorporates temporal in- formation into dimensions themselves; 2) we test this representation model via ... See full document
5
Improving Energy Efficieny of Wireless Sensor Networks through Modified Localization Algorithms
... sensor networks, because the location information can be used in various applications such as event detection, target tracking, monitoring applications in wireless sensor ... See full document
7
Exploring the geographical context for quality assessment of VGI in flood management domain
... to information quality when using VGI as source of information in flood management activities ...of information may provide information with varying quality mainly because of the lack of ... See full document
11
Joint Detection and Interference Cancellation Based Burst by Burst Adaptive CDMA Schemes
... transmission burst was ...the burst was ...the detection of the data ...the information rate to suit the channel ...average information rate than power adaptation for a given average ... See full document
15
An OSGi middleware to enable the Sensor as a Service paradigm
... sensor information at the application level, they were originally designed to operate directly at the hardware ...sensor information from sensor systems, the downside of this approach becomes clearer when ... See full document
13
An empirical study of collaboration methods for CEP based on algorithmic trading
... complex event processing ...An event is a pair (p, t) consisting of a payload p that is some information about a real or virtual event and a timestamp t that specifies the instant of time when ... See full document
8
A Burst by Burst Adaptive Joint Detection Based CDMA Speech Transceiver
... A burst-by-burst adaptive speech transceiver is propos- ed, which can drop its source coding rate and speech quality under transceiver control in order to invoke a more error resilient modem mode amongst ... See full document
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