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Benchmark Survey on Content Development and Key Performance Indicators: A phactMI Benchmarking Survey Update. [PDF]
Ther Innov Regul SciAbstract Objective Medical Information plays a critical role in delivering accurate, evidence-based responses to unsolicited requests. At the heart of the response is the content developed by Medical Information.
Tamburri R +6 more
europepmc +3 more sources
A Survey on Edge Performance Benchmarking [PDF]
ACM Computing Surveys, 2021 Edge computing is the next Internet frontier that will leverage computing resources located near users, sensors, and data stores to provide more responsive services. Therefore, it is envisioned that a large-scale, geographically dispersed, and resource-rich distributed system will emerge and play a key role in the future Internet. However,
Blesson Varghese +6 more
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Metaheuristic optimization frameworks: a survey and benchmarking [PDF]
Soft Computing, 2011 This paper performs an unprecedented comparative study of Metaheuristic optimization frameworks. As criteria for comparison a set of 271 features grouped in 30 characteristics and 6 areas has been selected. These features include the different metaheuristic techniques covered, mechanisms for solution encoding, constraint handling, neighborhood ...
José Antonio Parejo +3 more
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Indian Legal NLP Benchmarks : A Survey
CoRR, 2021 Availability of challenging benchmarks is the key to advancement of AI in a specific field.Since Legal Text is significantly different than normal English text, there is a need to create separate Natural Language Processing benchmarks for Indian Legal Text which are challenging and focus on tasks specific to Legal Systems.
Prathamesh Kalamkar +2 more
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Benchmarking survey for recycling. [PDF]
, 2005 This report describes the methodology, analysis and conclusions of a comparison survey of recycling programs at ten Department of Energy sites including Sandia National Laboratories/New Mexico (SNL/NM). The goal of the survey was to compare SNL/NM's recycling performance with that of other federal facilities, and to identify activities and programs ...
Marley, Margie Charlotte +1 more
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Data-Driven Sentence Simplification: Survey and Benchmark [PDF]
Computational Linguistics, 2020 Sentence Simplification (SS) aims to modify a sentence in order to make it easier to read and understand. In order to do so, several rewriting transformations can be performed such as replacement, reordering, and splitting. Executing these transformations while keeping sentences grammatical, preserving their main idea, and generating simpler output, is
Alva-Manchego, F. +2 more
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A survey of benchmarking frameworks for reinforcement learning
CoRR, 2020 Reinforcement learning has recently experienced increased prominence in the machine learning community. There are many approaches to solving reinforcement learning problems with new techniques developed constantly. When solving problems using reinforcement learning, there are various difficult challenges to overcome.
Stapelberg, Belinda, Malan, Katherine M.
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Survey and Benchmarking of Machine Learning Accelerators [PDF]
2019 IEEE High Performance Extreme Computing Conference (HPEC), 2019 Advances in multicore processors and accelerators have opened the flood gates to greater exploration and application of machine learning techniques to a variety of applications. These advances, along with breakdowns of several trends including Moore's Law, have prompted an explosion of processors and accelerators that promise even greater computational
Albert Reuther +5 more
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Trace encoding in process mining: A survey and benchmarking
Engineering Applications of Artificial Intelligence, 2023 Encoding methods are employed across several process mining tasks, including predictive process monitoring, anomalous case detection, trace clustering, etc. These methods are usually performed as preprocessing steps and are responsible for transforming complex information into a numerical feature space.
Gabriel M. Tavares +3 more
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Benchmarks for Automated Commonsense Reasoning: A Survey
ACM Computing Surveys, 2023 More than one hundred benchmarks have been developed to test the commonsense knowledge and commonsense reasoning abilities of artificial intelligence (AI) systems. However, these benchmarks are often flawed, and many aspects of common sense remain untested. Consequently, there is currently no reliable way of measuring to what extent existing AI systems
openaire +3 more sources