abstract_id stringlengths 10 10 | sentences list | labels list | confs list |
|---|---|---|---|
train_1300 | [
"Network embedding algorithms to date are primarily designed for static networks, where all nodes are known before learning.",
"How to infer embeddings for out-of-sample nodes, i.e. nodes that arrive after learning, remains an open problem.",
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"In hopes of motivating consumers to provide larger volumes of useful reviews, many retailers offer financial incentives.",
"Here, we explore an alternative approach, social norms, wherein we inform people about the volume of reviews authored by peers.",
"We test the effectiveness of using financial incentives,... | [
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train_1302 | [
"This paper presents a no reference image (NR) quality assessment (IQA) method based on a deep convolutional neural network (CNN).",
"The CNN takes unpreprocessed image patches as an input and estimates the quality without employing any domain knowledge.",
"By that, features and natural scene statistics are lea... | [
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train_1303 | [
"Conversion rate optimization (CRO) means designing an ecommerce web interface so that as many users as possible take a desired action such as registering for an account, requesting a contact, or making a purchase.",
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train_1304 | [
"This paper presents the design and validation of a fuzzy logic controller implemented with an industrial programmable logic controller (PLC).",
"The chosen device belongs to the S7-1200 series of Siemens, whereas the code has been developed in Ladder Diagram language using the software TIA Portal.",
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train_1305 | [
"Standard approaches to functional safety as described in the automotive functional safety standard ISO 26262 are focused on reducing the risk of hazards due to random hardware faults or systematic failures during design (e.g. software bugs).",
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train_1306 | [
"In the past few years, the field of computer vision has gone through a revolution fueled mainly by the advent of large datasets and the adoption of deep convolutional neural networks for end-to-end learning.",
"The person reidentification subfield is no exception to this, thanks to the notable publication of the... | [
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"This paper discusses the limitations of time-based equipment maintenance methods and the advantages of predictive or online maintenance techniques in identifying the onset of equipment failure.",
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train_1308 | [
"We present a new keyword extraction algorithm that applies to a single document without using a corpus.",
"Frequent terms are extracted first, then a set of co-occurrences between each term and the frequent terms, i.e., occurrences in the same sentences, is generated.",
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train_1309 | [
"Most modern convolutional neural networks (CNNs) used for object recognition are built using the same principles: Alternating convolution and max-pooling layers followed by a small number of fully connected layers.",
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train_1310 | [
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train_1312 | [
"Clustering is central to many data-driven application domains and has been studied extensively in terms of distance functions and grouping algorithms.",
"Relatively little work has focused on learning representations for clustering.",
"In this paper, we propose Deep Embedded Clustering (DEC), a method that sim... | [
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train_1313 | [
"A novel multivariable laboratory process that consists of four interconnected water tanks is presented.",
"The linearized dynamics of the system have a multivariable zero that is possible to move along the real axis by changing a valve.",
"The zero can be placed in both the lefr and the right half-plane.",
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train_1314 | [
"Over the past few years, there has been an increased interest in automatic facial behavior analysis and understanding.",
"We present OpenFace 2.0 - a tool intended for computer vision and machine learning researchers, affective computing community and people interested in building interactive applications based ... | [
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train_1315 | [
"We present ShapeNet: a richly-annotated, large-scale repository of shapes represented by 3D CAD models of objects.",
"ShapeNet contains 3D models from a multitude of semantic categories and organizes them under the WordNet taxonomy.",
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train_1316 | [
"A leaking water pipe bursting high pressure water jet in the soil will create slurry erosion which will eventually erode the adjacent natural gas pipe, thus causing its failure.",
"The standard 300 mm safety distance used to place natural gas pipe away from water pipeline facilities needs to be reviewed to consi... | [
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train_1317 | [
"University students are increasingly choosing to purchase e-textbooks for their mobile devices as an alternative to traditional textbooks.",
"This study examines the relationship between textbook format and 538 university students’ grades and perceived learning scores.",
"Results demonstrate that there was no ... | [
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train_1318 | [
"This paper presents a model for end-toend learning of task-oriented dialog systems.",
"The main component of the model is a recurrent neural network (an LSTM), which maps from raw dialog history directly to a distribution over system actions.",
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train_1319 | [
"The aim of the current work is to assess the challenges that gamification in education are facing nowadays.",
"Benefits and disadvantages of using gamification in classroom are both discussed to offer a clearer view on the impact of using gamification within learning process.",
"Exploratory study –cases are pr... | [
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train_1320 | [
"This paper presents an overview of two maintenance techniques widely discussed in the literature: timebased maintenance (TBM) and condition-based maintenance (CBM).",
"The paper discusses how the TBM and CBM techniques work toward maintenance decision making.",
"Recent research articles covering the applicatio... | [
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train_1321 | [
"Digital inpainting provides a means for reconstruction of small damaged portions of an image.",
"Although the inpainting basics are straightforward, most inpainting techniques published in the literature are complex to understand and implement.",
"We present here a new algorithm for digital inpainting based on... | [
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train_1322 | [
"1. Established relevance of authalic spherical parametrization for creating geometry images used subsequently in CNN. 2.",
"Robust authalic parametrization of arbitrary shapes using area restoring diffeomorphic flow and barycentric mapping.",
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train_1323 | [
"We are concerned with the issues of outlier detection and change point detection from a data stream.",
"In the area of data mining, there have been increased interest in these issues since the former is related to fraud detection, rare event discovery, etc.",
", while the latter is related to event/trend by ch... | [
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train_1324 | [
"Large-scale Internet of Things (IoT) deployments demand long-range wireless communications, especially in urban and metropolitan areas.",
"LoRa is one of the most promising technologies in this context due to its simplicity and flexibility.",
"Indeed, deploying LoRa networks in dense IoT scenarios must achieve... | [
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train_1325 | [
"ÐThe primary goal of pattern recognition is supervised or unsupervised classification.",
"Among the various frameworks in which pattern recognition has been traditionally formulated, the statistical approach has been most intensively studied and used in practice.",
"More recently, neural network techniques and... | [
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train_1326 | [
"Bottleneck features have been shown to be effective in improving the accuracy of automatic speech recognition (ASR) systems.",
"Conventionally, bottleneck features are extracted from a multi-layer perceptron (MLP) trained to predict context-independent monophone states.",
"The MLP typically has three hidden la... | [
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train_1327 | [
"In this paper, we derive the Cramér-Rao bound (CRB) for range estimation, which does not only exploit the range information in the time delay, but also in the amplitude of the received signal.",
"This new bound is lower than the conventional CRB that only makes use of the range information in the time delay.",
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train_1328 | [
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train_1329 | [
"In recent years broad community of researchers has emerged, focusing on the original ambitious goals of the AI field – the creation and study of software or hardware systems with general intelligence comparable to, and ultimately perhaps greater than, that of human beings.",
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"| In this paper, we consider path planning for a car-like vehicle.",
"We deene a new problem adding to the classical one a continuous-curvature constraint and a bound on the curvature derivative, so as to reeect the fact that a car-like vehicle can only reorient its front wheels with a nite velocity.",
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train_1331 | [
"Convolutional Neural Networks (CNNs) are an alternative type of neural network that can be used to reduce spectral variations and model spectral correlations which exist in signals.",
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"Scientific Question Answering (SQA) is a challenging open-domain task which requires the capability to understand questions and choices, collect useful information, and reason over evidence.",
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"Automatic age and gender classification has become relevant to an increasing amount of applications, particularly since the rise of social platforms and social media.",
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train_1335 | [
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"The Boeing Employee Credit Union (BECU) has been providing financial assistance to employees since 1935.",
"By 1938, membership had grown to 850 members.",
"During the 1990s, BECU grew from 150,000 members with 362,000 accounts to 260,000 members with 1,170,174 accounts.",
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"While there has been significant research on this problem, current state-of-the-art approaches for this task require annotation of facial landmarks, e.g. TSM [25], or annotation of face poses [28, 22].",
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train_1393 | [
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"However, for some problems such as initialization and local optima existing in applications, the improvement of ANNs is, and still will be the most interesting study for no... | [
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train_1394 | [
"The productive use of English past tense morphology in school-aged children (N= 74; 3 years, 8 months to 13 years, 5 months) is explored using on elicited production task.",
"Errors represented 20% of the responses overall.",
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train_1395 | [
"A dynamical extension that makes possible the integration of a kinematic controller and a torque controller for nonholonomic mobile robots is presented.",
"A combined kinematic/torque control law is developed using backstepping, and asymptotic stability is guaranteed by Lyapunov theory.",
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train_1396 | [
"In this paper, we propose a novel approach, 3D-RecGAN++, which reconstructs the complete 3D structure of a given object from a single arbitrary depth view using generative adversarial networks.",
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train_1397 | [
"The MP4 files has become to most used video media file available, and will mostly likely remain at the top for some time to come.",
"This makes MP4 files an interesting candidate for steganography.",
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train_1398 | [
"Non-work-related personal use of the Internet within organizations has received increased attention from scholars.",
"We increase previous understanding of this phenomenon by proposing a novel model based on the theory of interpersonal behavior (TIB).",
"The TIB includes previous researched constructs (i.e., a... | [
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train_1399 | [
"Malaria is a life-threatening disease caused by parasite of genus plasmodium, which is transmitted through the bite of infected Anopheles.",
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