…nal Neural Network) and Back-CNN were exploited. Experimental results on public datasets highlighted the potential of their approach. In [10], a video streaming optimization method in the IIoT environment was proposed under the edge computing concept. In the same framework, the a…
…nt issue. This paper will explore various feature selection methods on four ASD datasets for extracting significant features for improving the ASD classification system. Datasets were created in 2017 and 2018 for child and adult gathered online. Several feature engineering techni…
…(or characters) in a language is defined as the inverse probability of the test dataset normalized by the number of words or charac- ters. Here PP is perplexity, wn is the sign in n th position for an n-gram of length N that make up the set W Equation 2: 1 𝑃𝑃𝑃𝑃(𝑊𝑊) = 𝑃𝑃(𝑤𝑤1 𝑤𝑤2 .…
…le prehistoric artefacts found in Finland and held in Finnish collections. this dataset provides spatio-temporal context for artefacts across different time periods and regions, as it includes approximately 38,000 single artefacts and approximately 10,000 pottery type identificat…
…cate that the ASD prediction accuracy reaches 67.23% accuracy on the validation dataset and 62.13% accuracy on the test dataset. Keywords: Autism Spectrum Disorders, Eye Gaze Data, Deep Learning 1. Introduction Autism spectrum disorder (ASD) is defined by the deficits in social a…
…information from more than one graph. A SPARQL query is executed against an RDF Dataset which represents a collection of graphs. An RDF Dataset comprises one graph, the default graph, which does not have a name, and zero or more named graphs, where each named graph is identified …
…ern Matching 6.3 Multiple Optional Graph Patterns 7 Matching Alternatives 8 RDF Dataset 8.1 Examples of RDF Datasets 8.2 Specifying RDF Datasets 8.2.1 Specifying the default Graph 8.2.2 Specifying Named Graphs 8.2.3 Combining FROM and FROM NAMED 8.3 Querying the Dataset 8.3.1 Acc…
…eriodogram, and Cyclic Hidden Markov Models (CyHMMs) to detect periods in three datasets. The first dataset is created artificially with known periods to test how well those three methods can detect periods in the data. The methods are then tested on a real-world dataset containi…
…tential as well as a new We develop a specific network to detect license plates dataset to train and evaluate ALPR approaches. According to instead of using a general object detector such as Faster- experimental results, our approach is able to achieve state-of-the- RCNN [4] or S…
…ithm comp onents, such as an optimization algorithm, cost function, mo del, and dataset, to build mac hine learning algorithm. Finally in section 5.11 describ some of the factors that hav limited the ability of traditional machine learning to generalize. These hallenges hav motiv…
….................................................... 11 Annex II DESCRIPTION OF DATASETS TO BE GENERATED................................................................ 13 Page 2 of 16 EXECUTIVE SUMMARY This deliverable is the first version of the Data Management Plan (DMP) of H2…
…a video tutorial ). For those with larger data needs, ECHO has several types of datasets available. These large datasets may be of particular use to developers, programmers, academics, and analysts. The data available here can be downloaded and used for many different functions a…
…ars, public open-access databases supplied MRI images of AD biomarkers, and the datasets were maintained by updating and adding new data. Considerable researchers have conducted their work to analyze AD employing MRI-based biomarkers. In this article, we mainly focus on MRIbased …
…urpose of identifying sentiment in online videos. I will first describe a novel dataset consisting of videos collected from the social media web- site YouTube, which were annotated for senti- ment polarity. I will then show, through com- parative experiments, that the joint use o…
…urpose of identifying sentiment in online videos. I will first describe a novel dataset consisting of videos collected from the social media web- site YouTube, which were annotated for senti- ment polarity. I will then show, through com- parative experiments, that the joint use o…