001447741 000__ 05590cam\a2200613\a\4500
001447741 001__ 1447741
001447741 003__ OCoLC
001447741 005__ 20230310004132.0
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001447741 019__ $$a1330895940
001447741 020__ $$a9783031083372$$q(electronic bk.)
001447741 020__ $$a3031083377$$q(electronic bk.)
001447741 020__ $$z3031083369
001447741 020__ $$z9783031083365
001447741 0247_ $$a10.1007/978-3-031-08337-2$$2doi
001447741 035__ $$aSP(OCoLC)1333084452
001447741 040__ $$aEBLCP$$beng$$epn$$cEBLCP$$dGW5XE$$dYDX$$dEBLCP$$dOCLCF$$dOCLCQ
001447741 049__ $$aISEA
001447741 050_4 $$aQ334$$b.I35 2022eb
001447741 08204 $$a006.3$$223/eng/20220627
001447741 1112_ $$aIFIP TC12 WG12.5--IFIP Conference on Artificial Intelligence Applications and Innovations$$n(18th :$$d2022 :$$cChersonēsos, Crete, Greece)
001447741 24510 $$aArtificial intelligence applications and innovations :$$b18th IFIP WG 12. 5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings.$$nPart II /$$cIlias Maglogiannis, Lazaros Iliadis, John Macintyre, Paulo Cortez (eds.).
001447741 2463_ $$aAIAI 2022
001447741 260__ $$aCham :$$bSpringer,$$c2022.
001447741 300__ $$a1 online resource (527 pages)
001447741 336__ $$atext$$btxt$$2rdacontent
001447741 337__ $$acomputer$$bc$$2rdamedia
001447741 338__ $$aonline resource$$bcr$$2rdacarrier
001447741 4901_ $$aIFIP Advances in Information and Communication Technology ;$$v647
001447741 500__ $$aIncludes author index.
001447741 5050_ $$aIntro -- Preface -- Organization -- Contents -- Part II -- Contents -- Part I -- Fuzzy Modeling and IoT -- A Communication Data Layer for Distributed Neuromorphic Systems -- 1 Introduction -- 2 Neuromorphic Data Layer -- 2.1 Raw Spike API -- 2.2 Symbolic Representation API -- 2.3 Encoding of Integer Valued State Variables -- 2.4 Practical Integer Encoding and Decoding on Neuromorphic Hardware -- 3 Distributed Neuromorphic Prototype System -- 3.1 End-to-End Use-Case -- 3.2 Heterogeneity Aspects of the Prototype System -- 4 Visual Analysis and Data Layer on Loihi -- 5 Empirical Results
001447741 5058_ $$a6 Conclusion -- References -- Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation -- 1 Introduction -- 2 Theoretical Background -- 2.1 Fuzzy Cognitive Maps -- 2.2 Determinative Brain Storm Optimization -- 3 Brainstorming Cognitive Maps -- 4 Experiments and Simulation Results -- 5 Conclusion -- References -- Creating a Bridge Between Probabilities and Fuzzy Sets and Its Impact on Drought Severity Assessment -- 1 Introduction -- 2 Fuzzy Methodology -- 2.1 Fuzzy Sets -- 2.2 Fuzzy Estimators -- 2.3 Proposed Methodology -- 3 Application and Discussion -- 4 Concluding Remarks
001447741 5058_ $$a4 Empirical Analysis -- 4.1 Hyper-Parameter Tuning -- 4.2 Role of the Sliding Window Size -- 4.3 Role of the Multi-label Classification Method -- 5 Comparative Study -- 6 Conclusions and Future Work -- References -- A Primer for tinyML Predictive Maintenance: Input and Model Optimisation -- 1 Introduction -- 2 Related Work -- 3 Background of Applying tinyML -- 4 Model Optimisations -- 5 Input Optimisations -- 6 Conclusion -- References -- Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach -- 1 Introduction
001447741 5058_ $$a2 Methodology and Algorithmic Approach -- 2.1 Available Dataset -- 2.2 Machine Selection Framework -- 2.3 ML Algorithms for Accuracy Prediction -- 3 Numerical Results -- 3.1 Training of the Multi-layer Perceptron -- 3.2 Ensemble Learning Techniques -- 3.3 Comparison Between ML Methods -- 3.4 Evaluation of the Proposed Machine Selection Policy -- 4 Conclusion -- References -- Bias in Face Image Classification Machine Learning Models: The Impact of Annotator's Gender and Race -- 1 Introduction -- 2 Background and Literature Review -- 2.1 Face Image Interpretation
001447741 506__ $$aAccess limited to authorized users.
001447741 520__ $$aThis book constitutes the refereed proceedings of five International Workshops held as parallel events of the 18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022, virtually and in Hersonissos, Crete, Greece, in June 2022: the 11th Mining Humanistic Data Workshop (MHDW 2022); the 7th 5G-Putting Intelligence to the Network Edge Workshop (5G-PINE 2022); the 1st workshop on AI in Energy, Building and Micro-Grids (AIBMG 2022); the 1st Workshop/Special Session on Machine Learning and Big Data in Health Care (ML@HC 2022); and the 2nd Workshop on Artificial Intelligence in Biomedical Engineering and Informatics (AIBEI 2022). The 35 full papers presented at these workshops were carefully reviewed and selected from 74 submissions.
001447741 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed June 27, 2022).
001447741 650_0 $$aArtificial intelligence$$vCongresses.
001447741 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001447741 655_0 $$aElectronic books.
001447741 7001_ $$aMaglogiannis, Ilias G.
001447741 7001_ $$aIliadis, Lazaros S.
001447741 7001_ $$aMacIntyre, J. D.$$q(John D.)
001447741 7001_ $$aCortez, Paulo.
001447741 77608 $$iPrint version:$$aMaglogiannis, Ilias.$$tArtificial Intelligence Applications and Innovations.$$dCham : Springer International Publishing AG, ©2022$$z9783031083365
001447741 830_0 $$aIFIP advances in information and communication technology ;$$v647.
001447741 852__ $$bebk
001447741 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-08337-2$$zOnline Access$$91397441.1
001447741 909CO $$ooai:library.usi.edu:1447741$$pGLOBAL_SET
001447741 980__ $$aBIB
001447741 980__ $$aEBOOK
001447741 982__ $$aEbook
001447741 983__ $$aOnline
001447741 994__ $$a92$$bISE