Titlebook: Intelligent Systems in Big Data, Semantic Web and Machine Learning; Noreddine Gherabi,Janusz Kacprzyk Book 2021 The Editor(s) (if applicab

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2194-5357 and formal development.Covers wide areas, ranging from machi.This book describes important methodologies, tools and techniques from the fields of artificial intelligence, basically those which are based on relevant conceptual and formal development. The coverage is wide, ranging from machine learnin

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Semantic Image Analysis for Automatic Image Annotation,ining two complementary classifiers for objects classification was investigated. The final part of the research study was devoted to the assessment of the usefulness of regrouping adjacent regions of segmented image for objects discrimination.

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New Method for Data Replication and Reconstruction in Distributed Databases,this communication can facilitate extraction, reconstruction and replication of schemes from remote sites to the central site. We show that the algorithm can be combined with the mechanisms of the distributed database management systems, because the performance of the algorithm is analyzed theoretically and experimentally.

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Fake News Detection Approach Using Parallel Predictive Models and Spark to Avoid Misinformation Rel that the random forest algorithm gives best results with an accuracy equal to 79% and that the sentiment of tweets plays an important role in the detection of fake news. By applying the proposed model on our COVID-19 dataset, 67% of tweets are classified as REAL while 37% are classified FAKE.

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Internet of Things for Monitoring and Detection of Agricultural Production,l Readiness for Distributed Power Generation, which is a significant data measure that the producer of a cell phone application can utilize. This paper presents and assesses the idea of remote detecting gadget.

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Book 2021vant conceptual and formal development. The coverage is wide, ranging from machine learning to the use of data on the Semantic Web, with many new topics. The contributions are concerned with machine learning, big data, data processing in medicine, similarity processing in ontologies, semantic image

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