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Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 57, 2020, Proceedings, Part II 2020 ed. [Kõva köide]

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  • Formaat: Hardback, 458 pages, kõrgus x laius: 235x155 mm, kaal: 893 g, 99 Illustrations, color; 36 Illustrations, black and white; XXVIII, 458 p. 135 illus., 99 illus. in color., 1 Hardback
  • Sari: IFIP Advances in Information and Communication Technology 584
  • Ilmumisaeg: 30-May-2020
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030491854
  • ISBN-13: 9783030491857
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Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 57, 2020, Proceedings, Part II 2020 ed.Suurem pilt
  • Formaat: Hardback, 458 pages, kõrgus x laius: 235x155 mm, kaal: 893 g, 99 Illustrations, color; 36 Illustrations, black and white; XXVIII, 458 p. 135 illus., 99 illus. in color., 1 Hardback
  • Sari: IFIP Advances in Information and Communication Technology 584
  • Ilmumisaeg: 30-May-2020
  • Kirjastus: Springer Nature Switzerland AG
  • ISBN-10: 3030491854
  • ISBN-13: 9783030491857
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9783030491857.html
This 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.
AI 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.