HIT-IR-WSD: A WSD System for English Lexical Sample Task (2009)
Yuhang Guo, Wanxiang Che, Yuxuan Hu, Wei Zhang, Ting Liu
HIT-IR-WSD is a word sense disambiguation (WSD) system developed for English lexical sample task (Task 11) of Semeval
An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation (2009)
Zhimao Lu, Haifeng Wang, Jianmin Yao, Ting Liu, Sheng Li
This paper presents a new approach based on Equivalent Pseudowords (EPs) to tackle Word Sense Disambiguation (WSD) in Chinese language. EPs are particular artificial ambiguous words, which can be...
The Lantern is a computer animated master’s thesis film by Ting Liu at Rochester Institute of Technology. This work creates an impressionistic and metaphysical atmosphere as the story reveals the...
Autonomous Visualization (2009)
Khalid El-arini, Andrew W. Moore, Ting Liu
Abstract. Many classification algorithms suffer from a lack of human interpretability. Using such classifiers to solve real world problems often requires blind faith in the given model. In this paper...
(E)-2-(2,4-Dihydroxybenzylideneamino)benzonitrile (2009)
The molecule of the title compound, C14H10N2O2, adopts the phenol–imine tautomeric form. The dihedral angle between the planes of the two benzene rings is 13.84 (13)°. A strong...
2-p-Tolyl-1-p-tolylmethyl-1H-benzimidazole (2009)
The asymmetric unit of the title compound, C22H20N2, contains two crystallographically independent molecules in which the planar benzimidazole ring systems are oriented with respect to the adjacent...
Diethyl 2,2′-[(5-dimethylamino-1-naphthyl)sulfonylimino]diacetate (2009)
In the title compound, C20H26N2O6S, the N atom of the dimethylamino group is displaced by 0.113 (2) Å from the plane of the naphthalene ring system. The two ethoxy groups adopt...
This paper describes our approach for the “Who Rated What ” task in KDD Cup 2007 competition. Given the Netflix data set that consists of more than 100 million ratings between 1998 and 2005, this...
An Investigation of Practical ApproximateNearest Neighbor Algorithms (2008)
Ting Liu, Andrew W. Moore, Er Gray, Ke Yangschool, Computer Science
1 Introduction The k-nearest-neighbor searching problem is to find the k nearest points in a dataset X aeRD containing n points to a query point
Wanxiang Che, Ting Liu, Sheng Li
A classical Chinese Natural Language Understanding (NLU) architecture usually includes several NLU components which are executed with some mechanism. A new Multilayer Search Mechanism (MSM) which...
HIT: Web based Scoring Method for English Lexical Substitution (2008)
Shiqi Zhao, Lin Zhao, Yu Zhang, Ting Liu, Sheng Li
This paper describes the HIT system and its participation in SemEval-2007 English Lexical Substitution Task. Two main steps are included in our method: candidate substitute extraction and candidate...
An Investigation of Practical ApproximateNearest Neighbor Algorithms (2008)
Ting Liu, Andrew W. Moore, Er Gray, Ke Yangschool, Computer Science
1 Introduction The k-nearest-neighbor searching problem is to find the k nearest points in a dataset X aeRD containing n points to a query point
u.cn Rather than creating and storing thousands of paraphrase examples, paraphrase templates have strong representation capacity and can be used to generate many paraphrase examples. This paper...
1 Shot Boundary Detection (2008)
John Adcock, Andreas Girgensohn, Matthew Cooper, Ting Liu, Lynn Wilcox
For shot boundary detection, our approach combines pairwise similarity analysis and supervised classification. Using primitive low-level image features, we build secondary features based on...
This paper presents a Chinese unknown word identification system based on a local bigram model. Generally, our word segmentation system employs a statistical-based unigram model. But to identify...
Semantic Role Lableing System using Maximum Entropy Classifier ∗ (2008)
Ting Liu, Wanxiang Che, Sheng Li, Yuxuan Hu, Huaijun Liu
A maximum entropy classifier is used in our semantic role labeling system, which takes syntactic constituents as the labeling units. The maximum entropy classifier is trained to identify and classify...
Word Sense Language Model for Information Retrieval (2008)
Liqi Gao, Yu Zhang, Ting Liu, Guiping Liu
Abstract. This paper proposes a word sense language model based method for information retrieval. This method, differing from most of traditional ones, combines word senses defined in a thesaurus...
u.cn Rather than creating and storing thousands of paraphrase examples, paraphrase templates have strong representation capacity and can be used to generate many paraphrase examples. This paper...
Chinese Unknown Word Identification Based on Local Bigram Model (2008)
The paper presents a Chinese unknown word identification system based on a local bigram model. Generally, our word segmentation system employs a statistical-based unigram model. But to identify those...
A Broadcast Model for Web Image Annotation (2008)
Jia Li, Ting Liu, Weiqiang Wang, Wen Gao
Abstract.: Automatic annotation of Web image has great potential in improving the performance of web image retrieval. This paper presents a Broadcast Model (BM) for Web image annotation. In this...
Nonparametric methods have become increasingly popular in statistics and probabilistic AI communities. One well-known nonparametric method is “nearestneighbor”. It uses the observations in the...
Learning Question Paraphrases for QA from Encarta Logs (2008)
Shiqi Zhao, Ming Zhou, Ting Liu
Natural Language Processing (NLP) applications, especially for question reformulation in question answering (QA). However, choosing an appropriate data source and developing effective methods are...
Question Answering (QA), Information Extraction (IE), and Machine Translation (MT). Since the (2008)
Shiqi Zhao, Ting Liu, Xincheng Yuan, Sheng Li, Yu Zhang
Lexical paraphrasing aims at acquiring word-level paraphrases. It is critical for many Natural Language Processing (NLP) applications, such as
Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
1 Shot Boundary Detection 1.1 Summary of submitted runs (2008)
Shot Boundary Detection, John Adcock, Andreas Girgensohn, Matthew Cooper, Ting Liu, Lynn Wilcox, ...
onal shot boundary detection systems are comprised of three components: low-level frameindexed feature extraction, inter-frame feature similarity comparison, and segmentation by extrema detection....
Efficient Exact k-NN and Nonparametric (2008)
Classification In High, Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
Bis[bis(1H-benzimidazol-2-ylmethyl)amine]copper(II) dichloride methanol disolvate dihydrate (2008)
Xian-you Xia, Yong Zhang, Yuan Qu, Xue-mei Chen, Ting Liu
In the title compound, [Cu(C16H14N5)2]Cl2·2CH4O·2H2O, the cationic metal complex resides on a crystallographic centre of inversion, with the Cu2+ bonded to two...
Development and clinical application of frozen tissue microarray in lung cancer diagnosis (2008)
Haiyan ZHENG, Xinyun WANG, Aixiang WANG, Ting LIU, Congzhong ZHU, Ling YUAN, ...
Background and objective Traditional techniques in clinical diagnostic pathology have some limitations. Here we tried to develope frozen tissue microarray as a fast, simple and economical technique....
Brown, David A., Aon, Miguel A., Akar, Fadi G., Liu, Ting, Sorarrain, Nicolas, ORourke, Brian
Aims Recent evidence indicates that the activity of energy-dissipating ion channels in the mitochondria can influence the susceptibility of the heart to ischaemia–reperfusion injury. In this study,...
PENS: A Machine-aided English Writing System for Chinese Users (2007)
Ting Liu, Ming Zhou, Jianfeng Gao, Endong Xun, Changning Huang
Writing English is a big barrier for most Chinese users. To build a computer-aided system that helps Chinese users not only on spelling checking and grammar checking but also on writing in the way of...
Social learning and monopolist's product launching strategy (2007)
Liu, Ting, Schiraldi, Pasquale
A monopolist launches a new product to distinct markets. The monopolist does not know the quality of the product while consumers in each market receive some private information about the quality. We...
Social learning and monopolist's product launching strategy (2007)
Liu, Ting, Schiraldi, Pasquale
A monopolist launches a new product to distinct markets. The monopolist does not know the quality of the product while consumers in each market receive some private information about the quality. We...
Informal payments in developing countries' public health sector (2007)
In China and some other developing countries' public health sectors, many patients give their doctors a payment outside the official channel before a major treatment. This secret payment has been...
Realistic 3D Reconstruction from Two Uncalibrated Views (2007)
An approach for 3D surface reconstruction from two uncalibrated views is proposed in this paper. The SUSAN corner detector is used for corners from points in edges, which are detected by Sobel edge...
Credence Goods Markets with Conscientious and Selfish Experts (2006)
I study credence goods markets when there are both selfish and conscientious experts. The selfish expert is a profit maximizer. The conscientious expert wants to maximize profit and repair the...
Credence Goods Markets with Conscientious and Selfish Experts (2006)
I study credence goods markets when there are both selfish and conscientious experts. The selfish expert is a profit maximizer. The conscientious expert wants to maximize profit and repair the...
Dependency parsing based on dynamic local optimization (2006)
Ting Liu, Jinshan Ma, Huijia Zhu, Sheng Li
This paper presents a deterministic parsing algorithm for projective dependency grammar. In a bottom-up way the algorithm finds the local optimum dynamically. A constraint procedure is made to use...
Autonomous Visualization (2006)
Khalid El-arini, Andrew W. Moore, Ting Liu, Khalid El-arini, Andrew W. Moore, Ting Liu, ...
Many classification algorithms suffer from a lack of human interpretability. Using such classifiers to solve real world problems often requires blind faith in the given model. In this paper we...
Nonparametric methods have become increasingly popular in the statistics communities and probabilistic AI communities. A nonparametric model is a set that cannot be parameterized by a finite number...
Thesis (M. Eng.)--Nanyang Technological University, School of Computer Engineering, 2004.
An investigation of practical approximate nearest neighbor algorithms (2004)
Ting Liu, Andrew W. Moore, Er Gray, Ke Yang
This paper concerns approximate nearest neighbor searching algorithms, which have become increasingly important, especially in high dimensional perception areas such as computer vision, with dozens...
HITIQA: towards analytical question answering (2004)
Sharon Small, Tomek Strzalkowski, Ting Liu, Sean Ryan, Robert Salkin, Nobuyuki Shimizu, ...
In this paper we describe the analytic question answering system HITIQA (High-Quality Interactive Question Answering) which has been developed over the last 2 years as an advanced research tool for...
HITIQA: Scenario Based Question Answering (2004)
Sharon Small, Tomek Strzalkowski, Tracy Janack, Ting Liu, Sean Ryan, Robert Salkin, ...
In this paper we describe some preliminary results of qualitative evaluation of the answering system HITIQA (High-Quality Interactive Question Answering) which has been developed over the last 2...
This paper is about a variant of k nearest neighbor classification on large many-class high dimensional datasets. K nearest neighbor remains a popular classification technique, especially in areas...
High-Dimensional Probabilistic Classification For Drug Discovery (2004)
Alexander Gray, Paul Komarek, Ting Liu, Andrew Moore
Automated high-throughput drug screening constitutes a critical emerging approach in modern pharmaceutical research. The statistical task of interest is that of discriminating active versus inactive...
Ting Liu, Christopher M. Sadler, Pei Zhang, Margaret Martonosi
ZebraNet is a mobile, wireless sensor network in which nodes move throughout an environment working to gather and process information about their surroundings [10]. As in many sensor or wireless...
Ting Liu, Ke Yang, Andrew W. Moore
This paper is about a variant of k nearest neighbor classification on large many-class high dimensional datasets. K nearest neighbor remains a popular classification technique, especially in areas...
The IOC algorithm: Efficient Many-Class Non-parametric (2004)
This paper is about a variant of k nearest neighbor classification on large many-class high dimensional datasets.
This paper is about a variant of nearest neighbor classification on large many-class high dimensional datasets. K nearest neighbor remains a popular classification technique, especially in areas...
An investigation of practical approximate nearest neighbor algorithms (2004)
Ting Liu, Andrew W. Moore, Er Gray, Ke Yang
This paper concerns approximate nearest neighbor searching algorithms, which have become increasingly important, especially in high dimensional perception areas such as computer vision, with dozens...
An investigation of practical approximate nearest neighbor algorithms (2004)
Ting Liu, Andrew W. Moore, Er Gray, Ke Yang
This paper concerns approximate nearest neighbor searching algorithms, which have become increasingly important, especially in high dimensional perception areas such as computer vision, with dozens...
Evaluating emotionally focused therapy training in Taiwan: A cross-domain growth analysis (2003)
This research study was developed as a longitudinal study involving one 14-hour (2-day) EFT training workshop, and both quantitative and qualitative evaluations. Quantitative data was collected at...
Speaking out on online forums : the emerging public spheres in China (2003)
Facsimile of the author's original dissertation. Includes bibliographical references.
HITIQA: an interactive question answering system: A preliminary report (2003)
Sharon Small, Ting Liu, Nobuyuki Shimizu, Tomek Strzalkowski
HITIQA is an interactive question answering technology designed to allow intelligence analysts and other users of information systems to pose questions in natural language and obtain relevant...
New Algorithms for Efficient High Dimensional Non-parametric Classification (2003)
Ting Liu, T. Liu, A. W. Moore, A. Gray, T. Liu, A. W. Moore, ...
Objective To find a permanent position in research labs, research-oriented companies, or financial corporations. Research Interests My research interest lies in machine learning and data mining, with...
Supervised classification for video shot segmentation (2003)
Yanjun Qi, Er Hauptmann, Ting Liu
In this paper, we explore supervised classification methods for video shot segmentation. We transform the temporal segmentation problem into a multi-class categorization issue. This approach provides...
Impala: A Middleware System for Managing Autonomic, Parallel Sensor Systems (2003)
Sensor networks are long-running computer systems with many sensing/compute nodes working to gather information about their environment, process and fuse that information, and in some cases, actuate...
New Algorithms for Efficient High Dimensional Non-parametric Classification (2003)
Ting Liu, Alexander Gray, Pack Kaelbling
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
Efficient exact k-nn and nonparametric classification in high dimensions (2003)
Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
Supervised Classification For Video Shot Segmentation (2003)
Yanjun Qi Alexander, Er Hauptmann, Ting Liu
In this paper, we explore supervised classification methods for video shot segmentation. We transform the temporal segmentation problem into a multi-class categorization issue. This approach provides...
New Algorithms for Efficient High Dimensional Nonparametric Classification (2003)
Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
New Algorithms for Efficient High Dimensional Non-parametric Classification (2003)
Ting Liu, T. Liu, A. W. Moore, A. Gray, T. Liu, ...
T. Liu, Ke Yang, A. W. Moore. The IOC algorithm: Efficient Many-Class Non-parametric Classification for High-Dimensional Data Appeared in Proceedings of the Tenth ACM SIGKDD, (SIGKDD2004). 6. T. Liu,...
New Algorithms for Efficient High Dimensional Non-parametric Classification (2003)
Ting Liu, Andrew W. Moore, Alexander Gray, Claire Cardie
This paper is about non-approximate acceleration of high-dimensional nonparametric operations such as k nearest neighbor classifiers. We attempt to exploit the fact that even if we want exact answers...
Question answering by pattern matching, web-proofing, semantic form proofing (2003)
Min Wu, Xiaoyu Zheng, Michelle Duan, Ting Liu, Tomek Strzalkowski
In this paper, we introduce the University at Albany’s question answering system, ILQUA. It is developed on the following methods: pattern matching over annotated text, web-proofing and semantic...
Impala: A Middleware System for Managing Autonomic, Parallel Sensor Systems (2003)
Sensor networks are long-running computer systems with many sensing/compute nodes working to gather information about their environment, process and fuse that information, and in some cases, actuate...
New Algorithms for Efficient High Dimensional Non-parametric Classification (2003)
Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional non-parametric operations such as k-nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers....
Efficient Exact k-NN and Nonparametric Classification in High Dimensions (2003)
Ting Liu, Andrew W. Moore, Alexander Gray
This paper is about non-approximate acceleration of high dimensional nonparametric operations such as k nearest neighbor classifiers and the prediction phase of Support Vector Machine classifiers. We...
Thesis (LL.M.), International Trade Law, Dept. of Law -- University of Essex, 2004.
Optimal design of transmultiplexers / (1999)
Submitted to the Faculty of Graduate Studies and Research in partial fulfilment of the requirements for the degree of Master of Science, Department of Electrical and Computer Engineering.
Degradation of chlorinated aromatic compounds by microorganisms / (1984)
Thesis (Ph. D.)--University of Minnesota, 1984.
Credence Goods Markets with Conscientious and Selfish Experts
I study credence goods markets when there are both selfish and conscientious experts. The selfish expert is a profit maximizer. The conscientious expert wants to maximize profit and repair the...
Informal payments in developing countries' public health sector
In China and some other developing countries' public health sectors, many patients give their doctors a payment outside the official channel before a major treatment. This secret payment has been...
Credence Goods Markets with Conscientious and Selfish Experts
I study credence goods markets when there are both selfish and conscientious experts. The selfish expert is a profit maximizer. The conscientious expert wants to maximize profit and repair the...
An Investigation of Practical Approximate Nearest Neighbor Algorithms
Ting Liu, Andrew W. Moore, Alexander Gray, Er Gray, Ke Yang
This paper concerns approximate nearest neighbor searching algorithms, which have become increasingly important, especially in high dimensional perception areas such as computer vision, with dozens...
Clinical and genetic features of a dominantly-inherited microphthalmia pedigree from China
Yu, Changhong, Hu, Zhengmao, Li, Jingzhi, Liu, Ting, Xia, Kun, Xie, Lixin
Credence Goods Markets with Conscientious and Selfish Experts
I study credence goods markets when there are both selsh and conscientious experts. The selfish expert is a prot maximizer. The conscientious expert wants to maximize prot and repair the consumer's...
Seawater-Regulated Genes for Two-Component Systems and Outer Membrane Proteins in Myxococcus▿ †
Pan, Hong-wei, Liu, Hong, Liu, Ting, Li, Cheng-yun, Li, Zhi-feng, Cai, Ke, ...
When salt-tolerant Myxococcus cells are moved to a seawater environment, they change their growth, morphology, and developmental behavior. Outer membrane proteins and signal transduction pathways may...