Search Results - "Zhao, Haozhen"
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1
Sharding for literature search via cutting citation graphs
Published in 2014 IEEE International Conference on Big Data (Big Data) (01-10-2014)“…Distributed information retrieval will be a general practice of searching in the exponentially growing scientific literature. At the core of the success for…”
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Conference Proceeding -
2
Empirical evaluations of active learning strategies in legal document review
Published in 2017 IEEE International Conference on Big Data (Big Data) (01-12-2017)“…One type of machine learning, text classification, is now regularly applied in the legal matters involving voluminous document populations because it can…”
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Conference Proceeding -
3
Empirical evaluations of preprocessing parameters' impact on predictive coding's effectiveness
Published in 2016 IEEE International Conference on Big Data (Big Data) (01-12-2016)“…Predictive coding, once used in only a small fraction of legal and business matters, is now widely deployed to quickly cull through increasingly vast amounts…”
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Conference Proceeding -
4
Using google analytics to support cybersecurity forensics
Published in 2017 IEEE International Conference on Big Data (Big Data) (01-12-2017)“…Web traffic is a valuable data source, typically used in the marketing space to track brand awareness and advertising effectiveness. However, web traffic is…”
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Conference Proceeding -
5
Morphology-Controlled Ion Transport in Mixed-Orientation Polymers
Published in ACS applied materials & interfaces (26-06-2024)“…Advancing iontronics with precisely controlled ion transport is fundamentally important to bridge external organic electronics with the biosystem. This…”
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Journal Article -
6
Research on Application of Sports Training Performance Prediction Based on Convolutional Neural Network
Published in Computational and mathematical methods in medicine (25-03-2022)“…In order to improve the prediction effect of sports training performance and improve the effect of sports training, this paper classifies the sports training…”
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Journal Article -
7
Asymmetric side-chain engineering of organic semiconductor for ultrasensitive gas sensing
Published in Chinese chemical letters (01-03-2024)“…Molecular structure of organic semiconductor plays a critical role in determining the performance and functionality of organic electronic devices, by…”
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Journal Article -
8
Improved survival of porcine acute liver failure by a bioartificial liver device implanted with induced human functional hepatocytes
Published in Cell research (01-02-2016)“…Acute liver failure (ALF) is a life-threatening illness. The extracorporeal cell-based bioartiflcial liver (BAL) system could bridge liver transplantation and…”
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Journal Article -
9
Empirical Study of Deep Learning for Text Classification in Legal Document Review
Published in 2018 IEEE International Conference on Big Data (Big Data) (01-12-2018)“…Predictive coding has been widely used in legal matters to find relevant or privileged documents in large sets of electronically stored information. It saves…”
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Conference Proceeding -
10
The Role of Document Structure and Citation Analysis in Literature Information Retrieval
Published 01-01-2015“…Literature Information Retrieval (IR) is the task of searching relevant publications given a particular information need expressed as a set of queries. With…”
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Dissertation -
11
Using Document Weight Combining Method for Enterprise Expert Mining
Published in 2007 International Conference on Wireless Communications, Networking and Mobile Computing (01-09-2007)“…Locating people with specific expertise on a given topic is crucial for the success of projects in enterprise. Rather than using the common method which needs…”
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Conference Proceeding -
12
An Empirical Study on Transfer Learning for Privilege Review
Published in 2021 IEEE International Conference on Big Data (Big Data) (15-12-2021)“…Protecting privileged communications and data from inadvertent disclosure is a paramount task in the US legal practice. Traditionally counsels rely on keyword…”
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Conference Proceeding -
13
An Empirical Study on Transfer Learning for Privilege Review
Published 15-12-2021“…Protecting privileged communications and data from inadvertent disclosure is a paramount task in the US legal practice. Traditionally counsels rely on keyword…”
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Journal Article -
14
Use Image Clustering to Facilitate Technology Assisted Review
Published in 2021 IEEE International Conference on Big Data (Big Data) (15-12-2021)“…During the past decade breakthroughs in GPU hardware and deep neural networks technologies have revolutionized the field of computer vision, making image…”
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Conference Proceeding -
15
Use Image Clustering to Facilitate Technology Assisted Review
Published 15-12-2021“…During the past decade breakthroughs in GPU hardware and deep neural networks technologies have revolutionized the field of computer vision, making image…”
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Journal Article -
16
A Framework for Explainable Text Classification in Legal Document Review
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…Companies regularly spend millions of dollars producing electronically-stored documents in legal matters. Over the past two decades, attorneys have been using…”
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Conference Proceeding -
17
Using Google Analytics to Support Cybersecurity Forensics
Published 02-04-2019“…Web traffic is a valuable data source, typically used in the marketing space to track brand awareness and advertising effectiveness. However, web traffic is…”
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Journal Article -
18
CNN Application in Detection of Privileged Documents in Legal Document Review
Published in 2020 IEEE International Conference on Big Data (Big Data) (10-12-2020)“…Protecting privileged communications and data from disclosure is paramount for legal teams. Legal advice, such as attorney-client communications or litigation…”
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Conference Proceeding -
19
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…Research has shown that Convolutional Neural Networks (CNN) can be effectively applied to text classification as part of a predictive coding protocol. That…”
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Conference Proceeding -
20
Explainable Text Classification in Legal Document Review A Case Study of Explainable Predictive Coding
Published in 2018 IEEE International Conference on Big Data (Big Data) (01-12-2018)“…In today's legal environment, lawsuits and regulatory investigations require companies to embark upon increasingly intensive data-focused engagements to…”
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Conference Proceeding