Introduction to Real World Applications
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Real World Applications sentence examples within natural language processing
Emotion recognition (ER) is an important task in Natural Language Processing (NLP), due to its high impact in real-world applications from health and well-being to author profiling, consumer analysis and security.
Emotion recognition (ER) is an important task in Natural Language Processing (NLP), due to its high impact in real-world applications from health and well-being to author profiling, consumer analysis and security.
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Sentiment analysis, an important natural language processing task, has been applied in many real-world applications such as recommender systems and intelligence business systems.
Sentiment analysis, an important natural language processing task, has been applied in many real-world applications such as recommender systems and intelligence business systems.
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Real World Applications sentence examples within time linkage property
Based on the analysis of the existing DMOPs, several features widely existed in real-world applications are not taken into account: different objectives may have different function models and variables to be optimized; and the number of conflicting variables should be independent from the number of objectives; the time-linkage property is not considered.
Based on the analysis of the existing DMOPs, several features widely existed in real-world applications are not taken into account: different objectives may have different function models and variables to be optimized; and the number of conflicting variables should be independent from the number of objectives; the time-linkage property is not considered.
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Many real-world applications have the time-linkage property, and the only theoretical analysis is recently given by Zheng, et al.
Many real-world applications have the time-linkage property, and the only theoretical analysis is recently given by Zheng, et al.
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Real World Applications sentence examples within network intrusion detection
Class imbalance is a widely existed and challenging problem in real-world applications such as disease diagnosis, fraud detection, network intrusion detection and so on.
Class imbalance is a widely existed and challenging problem in real-world applications such as disease diagnosis, fraud detection, network intrusion detection and so on.
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Nowadays, efficient and effective stream processing has become increasingly important in many real-world applications such as sensor data monitoring, network intrusion detection, IP network traffic analysis, and so on.
Nowadays, efficient and effective stream processing has become increasingly important in many real-world applications such as sensor data monitoring, network intrusion detection, IP network traffic analysis, and so on.
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Real World Applications sentence examples within challenging computer vision
Real World Applications sentence examples within computer vision problem
People tracking represents an important computer vision problem with numerous real-world applications.
People tracking represents an important computer vision problem with numerous real-world applications.
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Real World Applications sentence examples within linguistic decision making
Finally, user experiences of shared bikes, which is a large-scale linguistic decision making problem in real-world applications, is employed to show the new decision making framework and the uniform fusion method of multi linguistic assessments, furthermore comparison with existing linguistic decision making methods are analyzed in the example, it seems that multi linguistic decision matrix and the uniform fusion method are useful and effective tools to deal with large-scale linguistic decision making problems with multi linguistic assessments.
Finally, user experiences of shared bikes, which is a large-scale linguistic decision making problem in real-world applications, is employed to show the new decision making framework and the uniform fusion method of multi linguistic assessments, furthermore comparison with existing linguistic decision making methods are analyzed in the example, it seems that multi linguistic decision matrix and the uniform fusion method are useful and effective tools to deal with large-scale linguistic decision making problems with multi linguistic assessments.
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10.1016/j.csda.2020.107154
In this novel method, the assumption on the number of servers is more relaxed and thus practical for real-world applications.
In this novel method, the assumption on the number of servers is more relaxed and thus practical for real-world applications.
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10.1109/TCYB.2021.3089633
Constrained multiobjective optimization problems widely exist in real-world applications.
Constrained multiobjective optimization problems widely exist in real-world applications.
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10.5703/1288284317411
While campers were given the opportunity to make friends and learn about how to manage their diabetes, I was able to supplement areas of my education with real-world applications of content from my clinical courses.
While campers were given the opportunity to make friends and learn about how to manage their diabetes, I was able to supplement areas of my education with real-world applications of content from my clinical courses.
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10.1016/j.neucom.2021.01.064
Empirical experiments demonstrate the effectiveness of our new algorithm through a set of evaluations based on real-world applications.
Empirical experiments demonstrate the effectiveness of our new algorithm through a set of evaluations based on real-world applications.
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10.1016/J.DISPLA.2021.102077
3D object detection is a critical part of environmental perception systems and one of the most fundamental tasks in understanding the 3D visual world, which benefit a series of downstream real-world applications.
3D object detection is a critical part of environmental perception systems and one of the most fundamental tasks in understanding the 3D visual world, which benefit a series of downstream real-world applications.
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10.1145/3449726.3459526
Communications in multi-robot systems is a key factor, especially when aiming for real-world applications.
Communications in multi-robot systems is a key factor, especially when aiming for real-world applications.
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10.1007/s10462-021-10030-2
The latest developments in Social Opinion Mining beyond 2018 are also presented together with future research directions, with the aim of leaving a wider academic and societal impact in several real-world applications.
The latest developments in Social Opinion Mining beyond 2018 are also presented together with future research directions, with the aim of leaving a wider academic and societal impact in several real-world applications.
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10.1007/s12559-020-09796-4
However, in many real-world applications, it is difficult to acquire a large number of data as needed.
However, in many real-world applications, it is difficult to acquire a large number of data as needed.
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10.1007/s10489-020-01860-8
This is a serious shortcoming as many real-world applications involve both types of constraints.
This is a serious shortcoming as many real-world applications involve both types of constraints.
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10.3390/s21113620
To recognize the label numbers of industrial black material product and deploy deep CNNs in real-world applications, this research uses an efficient method to simultaneously (a) reduce the network model size and (b) lower the amount of calculation without compromising accuracy.
To recognize the label numbers of industrial black material product and deploy deep CNNs in real-world applications, this research uses an efficient method to simultaneously (a) reduce the network model size and (b) lower the amount of calculation without compromising accuracy.
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10.1145/3449726.3459510
Directions for future research are thus highlighted to improve both the performance and the explainability of the ALCS to meet the needs of critical real-world applications.
Directions for future research are thus highlighted to improve both the performance and the explainability of the ALCS to meet the needs of critical real-world applications.
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10.11591/IJAI.V10.I3.PP752-763
Current human gait cycle prediction models need detailed kinematic and kinetic data of the human body as input parameters, and measuring them requires special instruments, making them difficult to use in real-world applications.
Current human gait cycle prediction models need detailed kinematic and kinetic data of the human body as input parameters, and measuring them requires special instruments, making them difficult to use in real-world applications.
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10.3233/sw-210446
Our proposal has real-world applications in automated metadata tagging for symbolic music, for example in digital libraries for musicology, datasets for machine learning, and knowledge graph completion.
Our proposal has real-world applications in automated metadata tagging for symbolic music, for example in digital libraries for musicology, datasets for machine learning, and knowledge graph completion.
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10.1155/2021/6160321
Optimizing centralized dispatching of flexible feeder transit to provide transport and transfer services is important and theoretically challenging for real-world applications.
Optimizing centralized dispatching of flexible feeder transit to provide transport and transfer services is important and theoretically challenging for real-world applications.
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10.1145/3447786.3456241
Our evaluation with both micro-benchmarks and real-world applications demonstrates the effectiveness of Falcon, with significantly improved performance (by 300% for web serving) and reduced tail latency (by 53% for data caching).
Our evaluation with both micro-benchmarks and real-world applications demonstrates the effectiveness of Falcon, with significantly improved performance (by 300% for web serving) and reduced tail latency (by 53% for data caching).
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10.1515/comp-2020-0169
Nowadays, in real-world applications, the dimensions of data are generated dynamically, and the traditional batch feature selection methods are not suitable for streaming data.
Nowadays, in real-world applications, the dimensions of data are generated dynamically, and the traditional batch feature selection methods are not suitable for streaming data.
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10.1007/S00530-021-00827-0
Few-shot imbalanced classification tasks are commonly faced in the real-world applications due to the unbalanced data distribution and few samples of rare classes.
Few-shot imbalanced classification tasks are commonly faced in the real-world applications due to the unbalanced data distribution and few samples of rare classes.
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10.1155/2021/8834652
+e proposed scheme can be further applied to the real-world applications on video broadcasting and 3D multimedia industry.
+e proposed scheme can be further applied to the real-world applications on video broadcasting and 3D multimedia industry.
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10.1109/LRA.2020.3043169
Forecasting human activities observed in videos is a long-standing challenge in computer vision and robotics and is also beneficial for various real-world applications such as mobile robot navigation and drone landing.
Forecasting human activities observed in videos is a long-standing challenge in computer vision and robotics and is also beneficial for various real-world applications such as mobile robot navigation and drone landing.
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10.1016/J.JCLEPRO.2021.127464
Some of the key factors elaborated in the review include the state of art approaches for the preparation of functional materials, mode of incorporation of the same into the leather matrix, the mechanism behind with a perspective on the challenges involved in fabrication for real-world applications.
Some of the key factors elaborated in the review include the state of art approaches for the preparation of functional materials, mode of incorporation of the same into the leather matrix, the mechanism behind with a perspective on the challenges involved in fabrication for real-world applications.
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10.1520/JTE20219999
It consists of up-to-date, state-of-the-art research contributions with novel designs and developments of intelligent application, perception, and security methods in human-centered AI, to enhance the reliability and feasibility of HC in real-world applications.
It consists of up-to-date, state-of-the-art research contributions with novel designs and developments of intelligent application, perception, and security methods in human-centered AI, to enhance the reliability and feasibility of HC in real-world applications.
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10.1109/SP40001.2021.00062
We further demonstrate that Revealer successfully detected 45 vulnerable regexes in popular real-world applications.
We further demonstrate that Revealer successfully detected 45 vulnerable regexes in popular real-world applications.
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10.21437/interspeech.2021-336
Before attempting to use these models in real-world applications such as hearing tests or (second) language comprehension assessment we need to know what level of speech information is being utilized by these models.
Before attempting to use these models in real-world applications such as hearing tests or (second) language comprehension assessment we need to know what level of speech information is being utilized by these models.
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10.1109/TSP.2021.3092373
Non-symmetrically distributed and heavy-tailed data clusters have been reported in a variety of real-world applications.
Non-symmetrically distributed and heavy-tailed data clusters have been reported in a variety of real-world applications.
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10.1109/TIM.2020.3009341
Data-driven fault classification methods are receiving great attention as they can be applied to many real-world applications.
Data-driven fault classification methods are receiving great attention as they can be applied to many real-world applications.
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10.1109/ISVLSI51109.2021.00045
With the rapidly growing use of Convolutional Neural Networks (CNNs) in real-world applications related to machine learning and Artificial Intelligence (Al), several hardware accelerator designs for CNN inference and training have been proposed recently.
With the rapidly growing use of Convolutional Neural Networks (CNNs) in real-world applications related to machine learning and Artificial Intelligence (Al), several hardware accelerator designs for CNN inference and training have been proposed recently.
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10.1016/J.INS.2021.04.041
To date, a wide variety of EFS approaches have been developed and successfully used in real-world applications which address structural evolution and parameter adaptation in single EFS models.
To date, a wide variety of EFS approaches have been developed and successfully used in real-world applications which address structural evolution and parameter adaptation in single EFS models.
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10.1109/ACCESS.2020.3048683
The proposed algorithms will greatly facilitate the real-world applications of MI based BCIs.
The proposed algorithms will greatly facilitate the real-world applications of MI based BCIs.
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10.1007/S11896-021-09457-8
Case studies are provided, and a methodological approach (matrix forecasting) is then provided to show how it could work in research practice and real-world applications.
Case studies are provided, and a methodological approach (matrix forecasting) is then provided to show how it could work in research practice and real-world applications.
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10.1109/COINS51742.2021.9524272
The Deep Neural Network (DNN) already shows the superiority in many real-world applications.
The Deep Neural Network (DNN) already shows the superiority in many real-world applications.
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10.1007/s11042-021-10524-9
To deal the challenges facing ear and arm gesture authentication systems in real-world applications, we propose a new method based on image fragmentation that makes the ear recognition more robust in relation to occlusion.
To deal the challenges facing ear and arm gesture authentication systems in real-world applications, we propose a new method based on image fragmentation that makes the ear recognition more robust in relation to occlusion.
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10.3390/app11135963
Among trajectory-tracking algorithms for unmanned vehicles, the Pure Pursuit (PP) algorithm is prevalent in many real-world applications because of its simple and easy implementation.
Among trajectory-tracking algorithms for unmanned vehicles, the Pure Pursuit (PP) algorithm is prevalent in many real-world applications because of its simple and easy implementation.
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10.1108/ijqrm-01-2021-0012
Practical implicationsThe practical implication of the suggested techniques is that they can be implemented in real-world applications, since they can be used for comparing the capability of any pair of competitive processes.
Practical implicationsThe practical implication of the suggested techniques is that they can be implemented in real-world applications, since they can be used for comparing the capability of any pair of competitive processes.
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10.3390/nano11020525
Our work clarifies the importance of diffusion of noble metals in thermally tunable metasurfaces and how to overcome it, thus helping phase-change-based metasurface technology move a step closer towards the realization of real-world applications.
Our work clarifies the importance of diffusion of noble metals in thermally tunable metasurfaces and how to overcome it, thus helping phase-change-based metasurface technology move a step closer towards the realization of real-world applications.
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10.1007/978-3-030-72240-1_30
Information in many real-world applications is inherently multi-modal, sequential and characterized by a variety of missing values.
Information in many real-world applications is inherently multi-modal, sequential and characterized by a variety of missing values.
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10.3390/TOURHOSP2010007
Overall, the analysis supports multidisciplinary and synthetic research in the modeling of tourism research and promotes complex network analysis in the study of socio-economic systems, by providing insights into the physical conceptualization that the community detection based on the modularity optimization algorithm can enjoy to the real-world applications.
Overall, the analysis supports multidisciplinary and synthetic research in the modeling of tourism research and promotes complex network analysis in the study of socio-economic systems, by providing insights into the physical conceptualization that the community detection based on the modularity optimization algorithm can enjoy to the real-world applications.
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10.1016/S0065-2458(21)00051-6
The second volume is focused on the simulation of problems arising in real-world applications, such as complex fluid mechanics, elasticity problems, and complex porous media flows.
The second volume is focused on the simulation of problems arising in real-world applications, such as complex fluid mechanics, elasticity problems, and complex porous media flows.
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10.1016/j.neuroimage.2021.118254
We hope that this piece will be useful to the neuroimaging community as we continue efforts to characterize inter- and intra-subject variability in brain function and build predictive models with an eye toward eventual real-world applications.
We hope that this piece will be useful to the neuroimaging community as we continue efforts to characterize inter- and intra-subject variability in brain function and build predictive models with an eye toward eventual real-world applications.
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10.1016/J.APM.2021.01.023
The efficiency of the novel technique is illustrated using a numerical example and two real-world applications, which are a twin rotor system and a flexible manipulator system.
The efficiency of the novel technique is illustrated using a numerical example and two real-world applications, which are a twin rotor system and a flexible manipulator system.
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10.1016/j.ins.2020.12.023
Unfortunately, such detrimental distribution inherently occurs in various real-world applications.
Unfortunately, such detrimental distribution inherently occurs in various real-world applications.
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10.1109/CLEO/Europe-EQEC52157.2021.9542228
As one would expect, there is a drive towards producing squeezed light sources in integrated platforms, as it is expected that such a transition will ease the challenges in moving toward real-world applications.
As one would expect, there is a drive towards producing squeezed light sources in integrated platforms, as it is expected that such a transition will ease the challenges in moving toward real-world applications.
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10.1117/12.2586115
Large-scale supervision leads to limitations in utility for many real-world applications, including those involving difficult-to-detect, small, and sparse target objects in variable environments.
Large-scale supervision leads to limitations in utility for many real-world applications, including those involving difficult-to-detect, small, and sparse target objects in variable environments.
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10.2174/1872212115666210215125959
Pedestrian detection and tracking is an important area of study in real-world applications such as mobile robots, human-computer interaction, video surveillance, pedestrian protection systems, etc.
Pedestrian detection and tracking is an important area of study in real-world applications such as mobile robots, human-computer interaction, video surveillance, pedestrian protection systems, etc.
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10.1109/tevc.2021.3095261
The uncertain capacitated arc routing problem is an important optimisation problem with many real-world applications.
The uncertain capacitated arc routing problem is an important optimisation problem with many real-world applications.
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10.1145/3457682.3457683
Construction of mathematical models to investigate genetic circuit design is a powerful technique in synthetic biology with real-world applications in biomanufacturing and biosensing.
Construction of mathematical models to investigate genetic circuit design is a powerful technique in synthetic biology with real-world applications in biomanufacturing and biosensing.
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10.1007/s11721-021-00188-4
Any system deployed for real-world applications will have to perform well in complex and uncertain environments, and a component of this is the limited reliability and accuracy of evidence sources.
Any system deployed for real-world applications will have to perform well in complex and uncertain environments, and a component of this is the limited reliability and accuracy of evidence sources.
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10.22441/IJIEM.V2I2.11438
The proposed method is user-friendly, complete in outranking, successful in real-world applications and capable to establish the cause and effect series constituent of the complicated water absorption system.
The proposed method is user-friendly, complete in outranking, successful in real-world applications and capable to establish the cause and effect series constituent of the complicated water absorption system.
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10.1109/LGRS.2021.3049251
The nonlocal mechanism (NM) has shown its effectiveness in many real-world applications.
The nonlocal mechanism (NM) has shown its effectiveness in many real-world applications.
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10.1016/j.asoc.2020.107007
Finally, a case study about the initial water rights allocation in the Huaihe River Basin is illustrated to show how the developed FBWM method works for real-world applications.
Finally, a case study about the initial water rights allocation in the Huaihe River Basin is illustrated to show how the developed FBWM method works for real-world applications.
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10.1109/BCI51272.2021.9385328
Based on these results, we can confirm that the subject-transfer strategy can contribute to improving the accuracy of the SSSEP-based BCIs for real-world applications.
Based on these results, we can confirm that the subject-transfer strategy can contribute to improving the accuracy of the SSSEP-based BCIs for real-world applications.
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10.1109/IE51775.2021.9486492
Finally, we present our evaluation of the protocol’s principle and performances to validate the feasibility of the solution in real-world applications.
Finally, we present our evaluation of the protocol’s principle and performances to validate the feasibility of the solution in real-world applications.
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10.1128/jmbe.00186-21
Because fermentation is so intertwined with our daily lives, the topic is easily relatable to students interested in real-world applications for microbiology.
Because fermentation is so intertwined with our daily lives, the topic is easily relatable to students interested in real-world applications for microbiology.
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10.1109/Confluence51648.2021.9377117
It has increased the use of sentiment analysis in the different real-world applications so that there is a classification of text in different preset polarities such as optimistic, pessimistic, and impartial.
It has increased the use of sentiment analysis in the different real-world applications so that there is a classification of text in different preset polarities such as optimistic, pessimistic, and impartial.
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10.32473/FLAIRS.V34I1.128625
Extensive experiments showed that our additive approach has consistently delivered >90% precision and recall in real-world applications.
Extensive experiments showed that our additive approach has consistently delivered >90% precision and recall in real-world applications.
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10.1145/3423067
Many real-world applications can be modeled as bipartite networks such as a users-products purchase network like Amazon, a scientists-papers collaboration network like DBLP, a users-photos annotation network like Flickr, and so on.
Many real-world applications can be modeled as bipartite networks such as a users-products purchase network like Amazon, a scientists-papers collaboration network like DBLP, a users-photos annotation network like Flickr, and so on.
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10.1016/j.patter.2021.100326
In this opinion piece, members of the RangL team make the case for the potential of competition platforms to facilitate collaboration between academia and industry, and to drive progress in real-world applications of reinforcement learning, over the coming years.
In this opinion piece, members of the RangL team make the case for the potential of competition platforms to facilitate collaboration between academia and industry, and to drive progress in real-world applications of reinforcement learning, over the coming years.
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10.2991/ijcis.d.210423.001
Although many recognition methods were presented in recent years, the existing wood species recognition methods mainly use shallow recognition models with low accuracy and are still unsatisfying for many real-world applications.
Although many recognition methods were presented in recent years, the existing wood species recognition methods mainly use shallow recognition models with low accuracy and are still unsatisfying for many real-world applications.
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10.4018/IJDWM.2021070103
The problem is critical in the dynamic incomplete decision systems which are more appropriate for real-world applications.
The problem is critical in the dynamic incomplete decision systems which are more appropriate for real-world applications.
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10.1145/3459637.3482285
In other words, it is a challenging problem to design a universal pooling architecture to perform well in most cases, leading to a demand for data-specific pooling methods in real-world applications.
In other words, it is a challenging problem to design a universal pooling architecture to perform well in most cases, leading to a demand for data-specific pooling methods in real-world applications.
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10.1109/CCGrid51090.2021.00044
2%) allows its deployment in real-world applications.
2%) allows its deployment in real-world applications.
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10.1093/mnras/stab1545
A problem that arises in real-world applications of learning algorithms for classification is imbalanced data, where a class of objects within the data is underrepresented, leading to a bias for over-represented classes in the ML and DL classifiers.
A problem that arises in real-world applications of learning algorithms for classification is imbalanced data, where a class of objects within the data is underrepresented, leading to a bias for over-represented classes in the ML and DL classifiers.
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10.1109/access.2021.3106353
Various approaches have been developed and achieved high accuracy in this field, but these previous models are hard to be utilized in real-world applications due to slow inference time and tremendous complexity.
Various approaches have been developed and achieved high accuracy in this field, but these previous models are hard to be utilized in real-world applications due to slow inference time and tremendous complexity.
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10.1016/J.EPSR.2020.106876
Also, existing methods face the challenges in real-world applications because they are trained using the laboratory samples.
Also, existing methods face the challenges in real-world applications because they are trained using the laboratory samples.
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10.23919/Eusipco47968.2020.9287860
From the results, we argue that for real-world applications customization will be required.
From the results, we argue that for real-world applications customization will be required.
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10.1177/09673911211023032
Dynamic mechanical analysis (DMA) is an essential procedure for characterizing the performance of composites and effectively simulate with the real-world applications.
Dynamic mechanical analysis (DMA) is an essential procedure for characterizing the performance of composites and effectively simulate with the real-world applications.
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10.18653/v1/2021.eacl-main.135
Emotion recognition (ER) is an important task in Natural Language Processing (NLP), due to its high impact in real-world applications from health and well-being to author profiling, consumer analysis and security.
Emotion recognition (ER) is an important task in Natural Language Processing (NLP), due to its high impact in real-world applications from health and well-being to author profiling, consumer analysis and security.
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10.1016/j.asoc.2020.106989
However, in many real-world applications, cost matrices are unknown because of the limited domain knowledge in complex situations.
However, in many real-world applications, cost matrices are unknown because of the limited domain knowledge in complex situations.
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10.1109/TITS.2020.2970295
A communication time delay factor is considered in the car-following model to make it more suitable for real-world applications.
A communication time delay factor is considered in the car-following model to make it more suitable for real-world applications.
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10.1145/3463511
We discuss the challenges and opportunities of using NeckFace in real-world applications.
We discuss the challenges and opportunities of using NeckFace in real-world applications.
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10.1109/TMC.2021.3073969
Human Activity Recognition (HAR) plays a critical role in a wide range of real-world applications, and it is traditionally achieved via wearable sensing.
Human Activity Recognition (HAR) plays a critical role in a wide range of real-world applications, and it is traditionally achieved via wearable sensing.
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10.1109/JIOT.2021.3066243
Our system does not have special nodes (all nodes are equal) and it is sufficiently scalable for real-world applications.
Our system does not have special nodes (all nodes are equal) and it is sufficiently scalable for real-world applications.
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10.14569/ijacsa.2021.0120730
This is usually expensive and leads to high labor costs in real-world applications.
This is usually expensive and leads to high labor costs in real-world applications.
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10.1137/1.9781611976700.60
Given a multivariate time series, how can we forecast all of its variables efficiently and accurately? The multivariate forecasting, which is to predict the future observations of a multivariate time series, is a fundamental problem closely related to many real-world applications.
Given a multivariate time series, how can we forecast all of its variables efficiently and accurately? The multivariate forecasting, which is to predict the future observations of a multivariate time series, is a fundamental problem closely related to many real-world applications.
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10.1038/s41467-021-21260-x
Thickness measurements of multilayer dielectric samples with layer-thicknesses down to 23 µm show its potential for real-world applications.
Thickness measurements of multilayer dielectric samples with layer-thicknesses down to 23 µm show its potential for real-world applications.
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10.23919/JCC.2021.08.001
The evaluation results show SHFuzz discovers more unique crashes on several real-world applications and the LAVA-M dataset when compared to the previous solutions.
The evaluation results show SHFuzz discovers more unique crashes on several real-world applications and the LAVA-M dataset when compared to the previous solutions.
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10.1109/ICPR48806.2021.9412761
Further experiments highlight the validity and generalizability of this method, bringing eye-tracking research closer to real-world applications.
Further experiments highlight the validity and generalizability of this method, bringing eye-tracking research closer to real-world applications.
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10.1002/smll.202102903
An extensive scope of current physical and chemical treating methods is reviewed here together with a variety of real-world applications.
An extensive scope of current physical and chemical treating methods is reviewed here together with a variety of real-world applications.
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10.1109/TSMC.2019.2926806
To further show the effectiveness of ELM-API in real-world applications, the simulation results on a more challenging high-dimensional lane-changing decision problem in dynamic traffic environment are also reported, which show the capability of the ELM-API algorithm in learning satisfactory lane-changing policies with high data efficiency.
To further show the effectiveness of ELM-API in real-world applications, the simulation results on a more challenging high-dimensional lane-changing decision problem in dynamic traffic environment are also reported, which show the capability of the ELM-API algorithm in learning satisfactory lane-changing policies with high data efficiency.
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10.1055/s-0041-1732423
Future work should be done to validate this definition, and to apply the components of data readiness to real-world applications so that specific metrics may be developed and disseminated.
Future work should be done to validate this definition, and to apply the components of data readiness to real-world applications so that specific metrics may be developed and disseminated.
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10.1016/B978-0-12-822314-7.00012-2
In this chapter, we propose a variational framework to learn about the finite shifted-scaled Dirichlet mixture model and evaluate its performance as a clustering tool in three medical real-world applications, namely, malaria detection, breast cancer diagnosis and cardiovascular disease detection as well as a text application, namely spam detection.
In this chapter, we propose a variational framework to learn about the finite shifted-scaled Dirichlet mixture model and evaluate its performance as a clustering tool in three medical real-world applications, namely, malaria detection, breast cancer diagnosis and cardiovascular disease detection as well as a text application, namely spam detection.
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10.5220/0010254908590865
However, when applying activity recognizers in real-world applications, it is necessary to detect new activities that were not considered during the training of the model.
However, when applying activity recognizers in real-world applications, it is necessary to detect new activities that were not considered during the training of the model.
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10.1109/ICDE51399.2021.00075
For some real-world applications, however, the cold items’ frequencies may also be greater than hundreds or even tens of thousands.
For some real-world applications, however, the cold items’ frequencies may also be greater than hundreds or even tens of thousands.
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10.3390/ijerph18179396
Most publications focused on SODIS and photocatalytic nanomaterials, while a limited number focused on ensuring adequate water disinfection levels, testing regulated microbial indicators and emerging pathogens, and real-world applications, which include complex matrices, large scale processes, and exhaustive cost evaluation.
Most publications focused on SODIS and photocatalytic nanomaterials, while a limited number focused on ensuring adequate water disinfection levels, testing regulated microbial indicators and emerging pathogens, and real-world applications, which include complex matrices, large scale processes, and exhaustive cost evaluation.
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10.1126/science.abd9795
These reactions have advantageous features, including two-electron redox and operation in air and at elevated temperatures (50°C), that are more suitable for real-world applications.
These reactions have advantageous features, including two-electron redox and operation in air and at elevated temperatures (50°C), that are more suitable for real-world applications.
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10.3390/ELECTRONICS10040371
Task 1 addressed two challenges that ASC faces in real-world applications.
Task 1 addressed two challenges that ASC faces in real-world applications.
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10.1145/3460231.3474239
Recommender Systems (RSs) in real-world applications often deal with billions of user interactions daily.
Recommender Systems (RSs) in real-world applications often deal with billions of user interactions daily.
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10.1016/j.gsd.2021.100651
Several methods were introduced to solve the source identification problem with novel variations and extensions, however most of them had never been tested in real-world applications and the underlying transport processes was greatly simplified.
Several methods were introduced to solve the source identification problem with novel variations and extensions, however most of them had never been tested in real-world applications and the underlying transport processes was greatly simplified.
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10.1186/s13321-021-00551-x
Although these methods have been widely used in many scenarios and shown promising performance with their distinct superiorities, being overconfident on out-of-distribution examples still poses challenges for the deployment of these techniques in real-world applications.
Although these methods have been widely used in many scenarios and shown promising performance with their distinct superiorities, being overconfident on out-of-distribution examples still poses challenges for the deployment of these techniques in real-world applications.
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