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020 _a9783030491864
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024 7 _a10.1007/978-3-030-49186-4
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
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072 7 _aCOM004000
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072 7 _aUYQ
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245 1 0 _aArtificial Intelligence Applications and Innovations
_h[electronic resource] :
_b16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II /
_cedited by Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXXVIII, 458 p. 135 illus., 99 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aIFIP Advances in Information and Communication Technology,
_x1868-422X ;
_v584
505 0 _aAI Ethics – Law -- The Ethos of Artificial Intelligence as a Legal Personality in a Globalized Space: Examining the Need to Overhaul the Post-Liberal Order -- Trustworthy AI Needs Unbiased Dictators! -- AI Constraints -- An Introduction of FD-Complete Constraints -- Backward-Forward Sequence Generative Network for Multiple Lexical Constraints -- Deep Learning - LSTM -- Deep Echo State Networks in Industrial Applications -- Deepbots: A Webots-based Deep Reinforcement Learning Framework for Robotics -- Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation -- Introducing an edge-native deep learning platform for exergames -- Investigating the problem of cryptocurrency price prediction - A deep learning approach -- Regularized Evolution for Macro Neural Architecture Search -- Using Multimodal Contextual Process Information for the Supervised Detection of Connector Lock Events -- A machine learning model to detect speech and reading pathologies -- Forecasting Hazard Level Of Air Pollutants Using LSTM's -- Fuzzy Algebra - Fuzzy Systems -- Hypotheses tests using non-asymptotic fuzzy estimators and fuzzy critical values -- Preservation of the Exchange Principle via Lattice Operations on (S,N)- Implications -- Versatile Internet of Things for Agriculture: An eXplainable AI Approach -- Machine Learning -- Acoustic Resonance Testing of Glass IV Bottles -- AI based Real-Time Signal Reconstruction for Wind Farm with SCADA Sensor Failure -- Autonomous Navigation for Drone Swarms in GPS-Denied Environments using Structured Learning -- Chemical Laboratories 4.0: A Two-stage Machine Learning System for Predicting the Arrival of Samples -- Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features -- Real-time Surf Manoeuvres' Detection Using Smartphones' Inertial Sensors -- SDN-enabled IoT Anomaly Detection using Ensemble Learning -- Harnessing Social Interactions on Twitter for Smart Transportation Using Machine Learning -- Medical - Health System -- An intelligent cloud-based platform for effective monitoring of patients with psychotic disorders -- Applying Deep Learning to Predicting Dementia and Mild Cognitive Impairment -- Bridging the Gap between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems -- Know Yourself: An Adaptive Causal Network Model for Therapeutic Intervention for Regaining Cognitive Control -- Multi-omics data and analytics integration in ovarian cancer -- Overlap-based Undersampling Method for Classification of Imbalanced Medical Datasets -- Natural Language -- An Overview of Chatbot Technology -- Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator -- Exploring NLP and Information Extraction to jointly address Question Generation and Answering -- Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter -- On the Learnability of Concepts With Applications to Comparing Word EmbeddingAlgorithms -- Towards fashion recommendation: An AI system for clothing data retrieval and analysis -- Greek Lyrics Generation.
520 _aThis 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020.* The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. *The conference was held virtually due to the COVID-19 pandemic.
650 0 _aArtificial intelligence.
650 0 _aComputer networks .
_9968
650 0 _aSocial sciences
_xData processing.
650 0 _aDatabase management.
_91343
650 0 _aData mining.
_96146
650 0 _aInformation storage and retrieval systems.
_940519
650 1 4 _aArtificial Intelligence.
650 2 4 _aComputer Communication Networks.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
650 2 4 _aDatabase Management.
_91343
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
700 1 _aMaglogiannis, Ilias.
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700 1 _aIliadis, Lazaros.
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700 1 _aPimenidis, Elias.
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783030491888
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