abstract_id
stringlengths
10
10
sentences
list
labels
list
confs
list
train_0200
[ "The e-commerce literature has rarely addressed the measurement of customer perceptions of website service quality in digital marketing environments.", "It is argued that the current SERVQUAL and IS-SERVQUAL instruments need to be refined and validated to fit the digital marketing environment, as they are targete...
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train_0201
[ "Image classification datasets are often imbalanced, characteristic that negatively affects the accuracy of deeplearning classifiers.", "In this work we propose balancing GAN (BAGAN) as an augmentation tool to restore balance in imbalanced datasets.", "This is challenging because the few minority-class images m...
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train_0202
[ "This paper focuses on the cultural effect of gender on the relationship of online word of mouth and trust in e-commerce.", "To encourage online commerce, many online retailers use online word-of-mouth systems, where consumers can rate products offered for sale.", "To date, how such ratings affect trust and ado...
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train_0203
[ "Witten and Frank 's textbook was one of two books that 1 used for a data mining class in the Fall o f 2001.", "T h e book covers all major methods o f data mining that p roduce a knowledge representa t ion as output .", "Knowledge representa t ion is hereby unders tood as a representat ion that can be studied,...
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train_0204
[ "The explosion of social media services presents a great opportunity to understand the sentiment of the public via analyzing its large-scale and opinion-rich data.", "In social media, it is easy to amass vast quantities of unlabeled data, but very costly to obtain sentiment labels, which makes unsupervised sentim...
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train_0205
[ "The healthcare industry collects huge amounts of healthcare data which, unfortunately, are not \";mined\"; to discover hidden information for effective decision making.", "Discovery of hidden patterns and relationships often goes unexploited.", "Advanced data mining techniques can help remedy this situation.",...
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train_0206
[ "The highest accuracy object detectors to date are based on a two-stage approach popularized by R-CNN, where a classifier is applied to a sparse set of candidate object locations.", "In contrast, one-stage detectors that are applied over a regular, dense sampling of possible object locations have the potential to...
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train_0207
[ "This paper presents some convex stochastic programming models for single and multiperiod inventory control problems where the market demand is random and order quantities need to be decided before demand is realized.", "Both models minimize the expected losses subject to risk aversion constraints expressed throu...
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train_0208
[ "This paper presents a novel approach to visualizing the time structure of music and audio.", "The acoustic similarity between any two instants of an audio recording is displayed in a 2D representation, allowing identification of structural and rhythmic characteristics.", "Examples are presented for classical a...
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train_0209
[ "The word2vec software of Tomas Mikolov and colleagues 1 has gained a lot of traction lately, and provides state-of-the-art word embeddings.", "The learning models behind the software are described in two research papers [1, 2].", "We found the description of the models in these papers to be somewhat cryptic an...
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train_0210
[ "Our experience of the world is multimodal - we see objects, hear sounds, feel texture, smell odors, and taste flavors.", "Modality refers to the way in which something happens or is experienced and a research problem is characterized as multimodal when it includes multiple such modalities.", "In order for Arti...
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train_0211
[ "Bitcoin is a digital currency that unlike traditional currencies does not rely on a centralized authority.", "Instead Bitcoin relies on a network of volunteers that collectively implement a replicated ledger and verify transactions.", "In this paper we analyze how Bitcoin uses a multi-hop broadcast to propagat...
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train_0212
[ "Shoe-last, a 3D mould used for making footwear, influence the shape, size and fitting of footwear.", "Current shoe-last design software has focused mainly on reverse engineering of existing shoe-last and modification.", "Shoe-last designers have generally preferred to design the shoe-last manually due to limit...
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train_0213
[ "Several extensions to evolutionary algorithms (EAs) and particle swarm optimization (PSO) have been suggested during the last decades offering improved performance on selected benchmark problems.", "Recently, another search heuristic termed differential evolution (DE) has shown superior performance in several re...
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train_0214
[ "A long-standing question within the robotics community is about the degree of human-likeness robots ought to have when interacting with humans.", "We explore an unexamined aspect of this problem: how people empathize with robots along the anthropomorphic spectrum.", "We conducted an experiment that measured ho...
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train_0215
[ "In recent years, there has been an increasing interest in applying Augmented Reality (AR) to create unique educational settings.", "So far, however, there is a lack of review studies with focus on investigating factors such as: the uses, advantages, limitations, effectiveness, challenges and features of augmente...
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train_0216
[ "How good are cheap depth cameras, namely the Microsoft Kinect, compared to state of the art Time-ofFlight depth cameras?", "In this paper several depth cameras of different types were put to the test on a variety of tasks in order to judge their respective performance and to find out their weaknesses.", "We wi...
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train_0217
[ "Swarm intelligence is a relatively new approach to problem solving that takes inspiration from the social behaviors of insects and of other animals.", "In particular, ants have inspired a number of methods and techniques among which the most studied and the most successful is the general purpose optimization tec...
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train_0218
[ "In this paper, we propose a new method for indexing large amounts of point and spatial data in highdimensional space.", "An analysis shows that index structures such as the R*-tree are not adequate for indexing high-dimensional data sets.", "The major problem of R-tree-based index structures is the overlap of ...
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train_0219
[ "In this study 2,684 people evaluated the credibility of two live Web sites on a similar topic (such as health sites).", "We gathered the comments people wrote about each siteís credibility and analyzed the comments to find out what features of a Web site get noticed when people evaluate credibility.", "We foun...
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train_0220
[ "Convolutional neural networks (CNNs) are inherently limited to model geometric transformations due to the fixed geometric structures in their building modules.", "In this work, we introduce two new modules to enhance the transformation modeling capability of CNNs, namely, deformable convolution and deformable Ro...
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train_0221
[ "With the availability of low-cost and compact 2.5/3D visual sensing devices, computer vision community is experiencing a growing interest in visual scene understanding.", "This survey paper provides a comprehensive background to this research topic.", "We begin with a historical perspective, followed by popula...
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train_0222
[ "Among the growing number of Chinese companies that went public overseas, many have been detected and alleged as conducting financial fraud by market research firms or U.S. Securities and Exchange Commission (SEC).", "Then investors lost money and even confidence to all overseas-listed Chinese companies.", "Lik...
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train_0223
[ "Models based on deep convolutional networks have dominated recent image interpretation tasks; we investigate whether models which are also recurrent are effective for tasks involving sequences, visual and otherwise.", "We describe a class of recurrent convolutional architectures which is end-to-end trainable and...
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train_0224
[ "Smart world is envisioned as an era in which objects (e.g., watches, mobile phones, computers, cars, buses, and trains) can automatically and intelligently serve people in a collaborative manner.", "Paving the way for smart world, Internet of Things (IoT) connects everything in the smart world.", "Motivated by...
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train_0225
[ "The operating characteristic (OC) and average sample number (ASN) characterize the performance of the sequential probability ratio test (SPRT).", "In this paper, the ASN and OC of the truncated SPRT (TSPRT) are examined in a general setting, in which the log-likelihood ratios are not necessarily identically dist...
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train_0226
[ "Sexism toward women in online video game environments has become a pervasive and divisive issue in the gaming community.", "In this study, we sought to determine what personality traits, demographic variables, and levels of game play predicted sexist attitudes towards women who play video games.", "Male and fe...
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train_0227
[ "We present a learned model of human body shape and pose-dependent shape variation that is more accurate than previous models and is compatible with existing graphics pipelines.", "Our Skinned Multi-Person Linear model (SMPL) is a skinned vertex-based model that accurately represents a wide variety of body shapes...
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train_0228
[ "Linear Discriminant Analysis (LDA) is a very common technique for dimensionality reduction problems as a preprocessing step for machine learning and pattern classification applications.", "At the same time, it is usually used as a black box, but (sometimes) not well understood.", "The aim of this paper is to b...
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train_0229
[ "Multiuser Detection (MUD) based receivers theoretically require no power control (PC) as they have the ability to separate signals regardless of their relative power levels as long as these signals achieve a suitable SNR.", "In practice, receiver designs have finite dynamic range.", "In this paper, power aware...
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train_0230
[ "KDD 99 intrusion detection datasets, which are based on DARPA 98 dataset, provides labeled data for researchers working in the field of intrusion detection and is the only labeled dataset publicly available.", "Numerous researchers employed the datasets in KDD 99 intrusion detection competition to study the util...
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train_0231
[ "MT2DInvMatlab is an open-source MATLAB software package for two-dimensional (2D) inversion of magnetotelluric (MT) data; it is written in mixed languages of MATLAB and FORTRAN.", "MT2DInvMatlab uses the finite element method (FEM) to compute 2D MT model responses, and smoothness-constrained least-squares inversi...
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train_0232
[ "Newer models for interacting with wireless sensors such as Internet of Things and Sensor Cloud aim to overcome restricted resources and efficiency.", "The Missouri S&T (science and technology) sensor cloud enables different networks, spread in a huge geographical area, to connect together and be employed simulta...
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train_0233
[ "The magnification factor for the steady-state response of a SDOF system under harmonic loading is described in many structural dynamics textbooks; the well known analytical solution is easily obtained from the solution to the damped equation of motion for harmonic loading.", "The complete and steady state soluti...
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train_0234
[ "The arrival and proliferation of electronic resources and digital libraries have a number of significant impacts on the use of print resources and traditional libraries.", "This study explores the extent to which graduate students in a metropolitan university setting use print and electronic resources.", "Read...
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train_0235
[ "We propose XSEED, a synopsis of path queries for cardinality estimation that is accurate, robust, efficient, and adaptive to memory budgets.", "XSEED starts from a very small kernel, and then incrementally updates information of the synopsis.", "With such an incremental construction, a synopsis structure can b...
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train_0236
[ "Massively Multiplayer Online Games (MMOGs) routinely attract millions of players but little empirical data is available to assess their players' social experiences.", "In this paper, we use longitudinal data collected directly from the game to examine play and grouping patterns in one of the largest MMOGs: World...
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train_0237
[ "Research Article Gimun Kim Konyang University gmkim@konyang.ac.kr Bongsik Shin San Diego State University bshin@mail.sdsu.edu Kyung Kyu Kim Yonsei University kyu.kim@yonsei.ac.kr Ho Geun Lee Yonsei University h.lee@yonsei.ac.kr More and more publications are highlighting the value of IT in affecting business proce...
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train_0238
[ "There has been a drastic growth of research in Generative Adversarial Nets (GANs) in the past few years.", "Proposed in 2014, GAN has been applied to various applications such as computer vision and natural language processing, and achieves impressive performance.", "Among the many applications of GAN, image s...
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train_0239
[ "Recently there has been growing interest in applying object-oriented approach to large-scale programs with a view to treating the various complexities within these.", "Software designed using an object-oriented approach can be significantly more robust than traditional software.", "More codes can be reused and...
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train_0240
[ "This paper presents a simple method to recognise multistroke sketches of geometric shapes.", "It uses temporal adjacency and global geometric properties of gures to recognise a simple vocabulary of geometric shapes including solid and dashed line styles, selection and delete gestures.", "The geometric features...
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train_0241
[ "One of the challenges in the study of generative adversarial networks is the instability of its training.", "In this paper, we propose a novel weight normalization technique called spectral normalization to stabilize the training of the discriminator.", "Our new normalization technique is computationally light...
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train_0242
[ "The ambitious goals set for 5G wireless networks, which are expected to be introduced around 2020, require dramatic changes in the design of different layers for next generation communications systems.", "Massive MIMO systems, filter bank multi-carrier modulation, relaying technologies, and millimeter-wave commu...
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train_0243
[ "LIBSVM is a library for Support Vector Machines (SVMs).", "We have been actively developing this package since the year 2000.", "The goal is to help users to easily apply SVM to their applications.", "LIBSVM has gained wide popularity in machine learning and many other areas.", "In this article, we present...
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train_0244
[ "Active, constructive, and interactive are terms that are commonly used in the cognitive and learning sciences.", "They describe activities that can be undertaken by learners.", "However, the literature is actually not explicit about how these terms can be defined; whether they are distinct; and whether they re...
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train_0245
[ "The paper presents a new generation of torque-controlled li ghtweight robots (LWR) developed at the Institute of Robotics and Mechatronics of the German Aerospace Center .", "I order to act in unstructured environments and interact with humans, the robots have design features an d co trol/software functionalitie...
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train_0246
[ "We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D that estimates the probability that a sample came from the training data rather than G. The tra...
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train_0247
[ "Deep Bidirectional LSTM (DBLSTM) recurrent neural networks have recently been shown to give state-of-the-art performance on the TIMIT speech database.", "However, the results in that work relied on recurrent-neural-network-specific objective functions, which are difficult to integrate with existing large vocabul...
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train_0248
[ "Since the early days of the Internet, gender gap has existed in using the Internet, and it is particularly evident for online shopping.", "Females perceive higher level of risk for online shopping, and as a result, they tend to hesitate to make purchase online.", "Online consumer reviews can effectively mitiga...
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train_0249
[ "Big-data server applications frequently encounter data misses, and hence, lose significant performance potential.", "One way to reduce the number of data misses or their effect is data prefetching.", "As data accesses have high temporal correlations, temporal prefetching techniques are promising for them.", ...
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train_0250
[ "In this paper we investigate whether Virtual Reality (VR) and Augmented Reality (AR) offer potential for the training of manual skills, such as for assembly tasks, in comparison to conventional media.", "We present results from experiments that compare assembly completion times for a number of different conditio...
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train_0251
[ "The following paper presents results of combining two intensively developed technologies used to build database applications SQL’s recursive queries and object-relational mapping.", "Recursive queries are efficient tools for querying graph and hierarchical structures.", "They are very useful in solving problem...
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train_0252
[ "The variational approximation of posterior distributions by multivariate gaussians has been much less popular in the machine learning community compared to the corresponding approximation by factorizing distributions.", "This is for a good reason: the gaussian approximation is in general plagued by an number of ...
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train_0253
[ "Auditors and process managers often face a huge amount of financial entries in accounting information systems.", "For many reasons like auditing the internal control system a process-oriented view would be more helpful to understand how a set of transactions produced financial entries.", "For this reason we pr...
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train_0254
[ "In this paper, we present a possible application of neural networks as a component of an intrusion detection system.", "Neural network algorithms are emerging nowadays as a new arnficial intelligence techm”quethat can be applied to real-l~e problems.", "We present an approach of user behavior modeling that tak...
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train_0255
[ "We consider the problem of embedding entities and relationships of multirelational data in low-dimensional vector spaces.", "Our objective is to propose a canonical model which is easy to train, contains a reduced number of parameters and can scale up to very large databases.", "Hence, we propose TransE, a met...
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train_0256
[ "Visual speech enhancement is used on videos shot in noisy environments to enhance the voice of a visible speaker and to reduce background noise.", "While most existing methods use audio-only inputs, we propose an audio-visual neural network model for this purpose.", "The visible mouth movements are used to sep...
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train_0257
[ "Distributed real-time embedded (DRE) software systems such as are used to manage critical large-scale infrastructure are important systems to target for increased functionality and resiliency.", "DRE systems that can adapt to changes in the environment and/or changes in available resources are more robust to une...
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train_0258
[ "Digitization of paper-bound documents is one of the foremost commercial interests worldwide.", "First step in all such applications is transforming a paper bound document into an electronic document by scanning, subsequently applying to the image OCR to generate textual information from the document image.", "...
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train_0259
[ "In this paper we propose a new General Image DataBase (GIDB) model.", "The model establishes taxonomy based on the systematisation of existing approaches.", "The GIDB model is based on the General Image Data model [1] and General Image Retrieval model [2].", "The GIDB model uses the powerful features offered...
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train_0260
[ "The increasing demand of mobile Internet and the Internet of Things poses challenging requirements for 5G wireless communications, such as high spectral efficiency and massive connectivity.", "In this article, a promising technology, non-orthogonal multiple access (NOMA), is discussed, which can address some of ...
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train_0261
[ "Many schemes have been recently advanced for storing data on multiple clouds.", "Distributing data over different cloud storage providers (CSPs) automatically provides users with a certain degree of information leakage control, as no single point of attack can leak all user's information.", "However, unplanned...
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train_0262
[ "In this paper we present eMir, digital signage (public electronic displays) that show human faces which react to audience emotion.", "Using a camera installed at the sign, the system observes the audience and detects whether someone watches the display via face detection software.", "The face detection is able...
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train_0263
[ "In this paper, the performance of a topological-metric visual-path-following framework is investigated in different environments.", "The framework relies on a monocular camera as the only sensing modality.", "The path is represented as a series of reference images such that each neighboring pair contains a num...
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train_0264
[ "We introduce a neural network with a recurrent attention model over a possibly large external memory.", "The architecture is a form of Memory Network [23] but unlike the model in that work, it is trained end-to-end, and hence requires significantly less supervision during training, making it more generally appli...
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train_0265
[ "In this paper, a power density analysis is presented for 7nm FinFET technology node based on both shorted-gate (SG) and independent-gate (IG) standard cells operating in multiple supply voltage regimes.", "A Liberty-formatted standard cell library is established by selecting the appropriate number of fins for th...
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train_0266
[ "Despite recent breakthroughs in the applications of deep neural networks, one setting that presents a persistent challenge is that of “one-shot learning.", "”", "Traditional gradient-based networks require a lot of data to learn, often through extensive iterative training.", "When new data is encountered, th...
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train_0267
[ "In this paper we describe simple identification and signature schemes which enable any user to prove his identity and the authenticity of his messages to any other user without shared or public keys.", "The schemes are provably secure against any known or chosen message attack if factoring is difficult, and typi...
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train_0268
[ "We presentconditional random fields, a framework for building probabilistic models to segment and label sequence data.", "Conditional random fields offer several advantages over hidden Markov models and stochastic grammars for such tasks, including the ability to relax strong independence assumptions made in tho...
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train_0269
[ "has slightly different meanings to different people.", "Some believe a Web application is anything that uses Java, others consider a Web application anything that uses a Web server.", "The general consensus is somewhere in between.", "In this article, a Web application will be loosely defined as a Web system...
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train_0270
[ "Kaplan-Meier survival curves and the associated nonparametric log rank test statistic are methods of choice for unadjusted survival analyses, while the semiparametric Cox proportional hazards regression model is used ubiquitously as a method for covariate adjustment.", "The Cox model extends naturally to include...
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train_0271
[ "The estimation of a vehiclepsilas dynamic state is one of the most fundamental data fusion tasks for intelligent traffic applications.", "For that, motion models are applied in order to increase the accuracy and robustness of the estimation.", "This paper surveys numerous (especially curvilinear) models and co...
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train_0272
[ "This paper introduces an approach of creating face makeup upon a face image with another image as the style example.", "Our approach is analogous to physical makeup, as we modify the color and skin detail while preserving the face structure.", "More precisely, we first decompose the two images into three layer...
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train_0273
[ "Research into online gaming has steadily increased over the last decade, although relatively little research has examined the relationship between online gaming addiction and personality factors.", "This study examined the relationship between a number of personality traits (sensation seeking, self-control, aggr...
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train_0274
[ "Table detection is a crucial step in many document analysis applications as tables are used for presenting essential information to the reader in a structured manner.", "It is a hard problem due to varying layouts and encodings of the tables.", "Researchers have proposed numerous techniques for table detection...
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train_0275
[ "In this paper, we study the linking patterns and discussion topics of political bloggers.", "Our aim is to measure the degree of interaction between liberal and conservative blogs, and to uncover any differences in the structure of the two communities.", "Specifically, we analyze the posts of 40 \"A-list\" blo...
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train_0276
[ "The field of privacy has seen rapid advances in recent years because of the increases in the ability to store data.", "In particular, recent advances in the data mining field have lead to increased concerns about privacy.", "While the topic of privacy has been traditionally studied in the context of cryptograp...
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train_0277
[ "Sponsored recommendation blog posts, a form of online consumer review, are blog articles written by bloggers who receive benefits from sponsoring marketers to review and promote products on their personal blog.", "Because national regulations require that marketer sponsorship must be revealed in the blog post, s...
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train_0278
[ "The purpose of this study was to examine force transmission from one of the major multi-articular muscles of the finger, flexor digitorum pro-fundus (FDP), to the index finger.", "Specifically, we examined whether the popular moment arm (MA)-joint torque technique of modeling muscle force transmission can accura...
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train_0279
[ "With the popularity of social media (e.g., Facebook and Flicker), users can easily share their check-in records and photos during their trips.", "In view of the huge number of user historical mobility records in social media, we aim to discover travel experiences to facilitate trip planning.", "When planning a...
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train_0280
[ "Deep learning is a broad set of techniques that uses multiple layers of representation to automatically learn relevant features directly from structured data.", "Recently, such techniques have yielded record-breaking results on a diverse set of difficult machine learning tasks in computer vision, speech recognit...
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train_0281
[ "Social networking sites (SNS) provide opportunities for mood management through selective exposure.", "This study tested the prediction that negative mood fosters self-enhancing social comparisons to SNS profiles.", "Participants were induced into positive or negative moods and then browsed manipulated profile...
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train_0282
[ "In recent years, the effect of the curse of high dimensionality has been studied in great detail on several problems such as clustering, nearest neighbor search, and indexing.", "In high dimensional space the data becomes sparse, and traditional indexing and algorithmic techniques fail from a efficiency and/or e...
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train_0283
[ "We describe an object detection system based on mixtures of multiscale deformable part models.", "Our system is able to represent highly variable object classes and achieves state-of-the-art results in the PASCAL object detection challenges.", "While deformable part models have become quite popular, their valu...
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train_0284
[ "A new, large scale multiprocessor architecture is presented in this paper.", "The architecture consists of hierarchies of shared buses and caches.", "Extended versions of shared bus multicache coherency protocols are used to maintain coherency among all caches in the system.", "After explaining the basic ope...
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train_0285
[ "The Internet of Things (IoT) is changing human lives by connecting everyday objects together.", "For example, in a grocery store, all items can be connected with each other, forming a smart shopping system.", "In such an IoT system, an inexpensive radio frequency identification (RFID) tag can be attached to ea...
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train_0286
[ "This paper is concerned with the design of gain-scheduled controllers with guaranteed %$ performance for a class of linear parameter-varying (LPV) plants.", "Here the plant state-space matrices are assumed to depend affinely on a vector 8 of time-varying real parameters.", "Assuming real-time measurement of th...
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train_0287
[ "Much is known about the motor system and its role in simple movement execution.", "However, little is understood about the neural systems underlying auditory-motor integration in the context of musical rhythm, or the enhanced ability of musicians to execute precisely timed sequences.", "Using functional magnet...
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train_0288
[ "The least squares problem is formulated in terms of ℓ p quasi-norm regularization (0 < p < 1).", "Two formulations are considered: (i) an ℓ p-constrained optimization and (ii) an ℓ p-penalized (unconstrained) optimization.", "Due to the nonconvexity of the ℓ p quasi-norm, the solution paths of the regularized ...
[ 1, 1, 1, 4, 4, 4, 4, 1, 1, 4 ]
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train_0289
[ "In the Internet of Things (IoT), resource-constrained things are connected to the unreliable and untrusted Internet via IPv6 and 6LoWPAN networks.", "Even when they are secured with encryption and authentication, these things are exposed both to wireless attacks from inside the 6LoWPAN network and from the Inter...
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train_0290
[ "The research field of technology acceptance and software acceptance is a fertile field in the discipline of MIS.", "Acceptance research is mainly affected by the technology acceptance model (TAM).", "The TAM is counted as the major guideline for acceptance research.", "But recently more researchers discover ...
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train_0291
[ "In this paper the major components of every programming language are identified as: (1) the elementary program statement, (2) mechanisms for linking elementary statements together, (3) the means by which a program can obtain data inputs.", "Several alternative forms of each of these components are also described...
[ 0, 2, 1, 4 ]
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train_0292
[ "Deep neural networks have made significant breakthroughs in many fields of artificial intelligence.", "However, it has not been applied in the field of programming language processing.", "In this paper, we propose the treebased convolutional neural network (TBCNN) to model programming languages, which contain ...
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train_0293
[ "Recently, MOEA/D (multi-objective evolutionary algorithm based on decomposition) has achieved great success in the field of evolutionary multi-objective optimization and has attracted a lot of attention.", "It decomposes a multi-objective optimization problem (MOP) into a set of scalar subproblems using uniforml...
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train_0294
[ "Since the textual contents on online social media are highly unstructured, informal, and often misspelled, existing research on message-level offensive language detection cannot accurately detect offensive content.", "Meanwhile, user-level offensiveness detection seems a more feasible approach but it is an under...
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train_0295
[ "Massive multiple-input multiple-output technology has been considered a breakthrough in wireless communication systems.", "It consists of equipping a base station with a large number of antennas to serve many active users in the same time-frequency block.", "Among its underlying advantages is the possibility t...
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train_0296
[ "An automated irrigation system was developed to optimize water use for agricultural crops.", "The system has a distributed wireless network of soil-moisture and temperature sensors placed in the root zone of the plants.", "In addition, a gateway unit handles sensor information, triggers actuators, and transmit...
[ 1, 1, 1, 1, 1, 4, 4, 4 ]
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train_0297
[ "In this work we demonstrate the usefulness of the application of Recommender Systems in the financial domain.", "Specifically we investigate a dataset, made available by a major European bank, containing the purchases of a large set of investment assets by 200k investors.", "We also present some preliminary re...
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train_0298
[ "Reading strategies have been shown to improve comprehension levels, especially for readers lacking adequate prior knowledge.", "Just as the process of knowledge accumulation is time-consuming for human readers, it is resource-demanding to impart rich general domain knowledge into a language model via pre-trainin...
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train_0299
[ "Most additive manufacturing processes today operate by printing voxels (3D pixels) serially point-by-point to build up a 3D part.", "In some more recently-developed techniques, for example optical printing methods such as projection stereolithography [Zheng et al. 2012], [Tumbleston et al. 2015], parts are print...
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