00841oam 2200229z- 450 9910376151003321(CKB)3390000000028869(EXLCZ)99339000000002886920191103c2011uuuu -u- -engProceedings of the ACM 14th international workshop on Data Warehousing and OLAPACMNew York, NY1-4503-0963-1 DOLAP '11Information TechnologyComputer Science (Hardware & Networks)Information TechnologyComputer Science (Hardware & Networks)Song Il-Yeol856336Association for Computing Machinery-Digital Library.BOOK9910376151003321Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP2112244UNINA04615nam 22007335 450 991098337800332120241223115522.09789819781713(electronic bk.)978981978170610.1007/978-981-97-8171-3(MiAaPQ)EBC31856124(Au-PeEL)EBL31856124(CKB)37077735000041(DE-He213)978-981-97-8171-3(OCoLC)1482049451(EXLCZ)993707773500004120241223d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierNeuro-Symbolic Artificial Intelligence Bridging Logic and Learning /by Bikram Pratim Bhuyan, Amar Ramdane-Cherif, Thipendra P. Singh, Ravi Tomar1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (353 pages)Studies in Computational Intelligence,1860-9503 ;1176Print version: Bhuyan, Bikram Pratim Neuro-Symbolic Artificial Intelligence Singapore : Springer,c2025 9789819781706 The Emergence of Neuro-Symbolic Artificial Intelligence -- Neuro-Symbolic AI: The Fusion of Symbolic Reasoning and Machine Learning -- Neuro-Symbolic AI: The Integration of Continuous Learning and Discrete Reasoning -- Knowledge Representation in Artificial Intelligence -- Rule-based Systems and Expert Systems -- Knowledge Graphs: Representation and Reasoning -- Feedforward Neural Networks and Backpropagation -- Convolution in Neural Networks -- Recurrent Neural Networks (RNNs): Capturing the Dynamics of Sequences -- Overview of Neuro-Symbolic Integration Frameworks -- Learning from Symbolic Knowledge for Neural Networks -- Neural Extraction of Symbolic Knowledge -- Graph Neural Networks in Neural-Symbolic Computing -- Rule-based Reasoning in Neural Networks -- Common Sense Reasoning for Neuro-Symbolic AI -- Explainable and Trustworthy AI with Neuro-Symbolic Approaches -- Neuro-Symbolic AI in various Domains -- Towards Artificial General Intelligence? -- Learning and Reasoning over Higher Ordered Geometrical Structures -- Key Takeaways from Neuro-Symbolic AI.This book highlights and attempts to fill a crucial gap in the existing literature by providing a comprehensive exploration of the emerging field of neuro-symbolic AI. It introduces the concept of neuro-symbolic AI, highlighting its fusion of symbolic reasoning and machine learning. The book covers symbolic AI and knowledge representation, neural networks and deep learning, neuro-symbolic integration approaches, reasoning and inference techniques, applications in healthcare and robotics, as well as challenges and future directions. By combining the power of symbolic logic and knowledge representation with the flexibility of neural networks, neuro-symbolic AI offers the potential for more interpretable and trustworthy AI systems. This book is a valuable resource for researchers, practitioners, and students interested in understanding and applying neuro-symbolic AI.Studies in Computational Intelligence,1860-9503 ;1176Artificial intelligenceNeural networks (Computer science)Computational intelligenceRoboticsUser interfaces (Computer systems)Human-computer interactionArtificial IntelligenceMathematical Models of Cognitive Processes and Neural NetworksComputational IntelligenceRoboticsUser Interfaces and Human Computer InteractionArtificial intelligence.Neural networks (Computer science)Computational intelligence.Robotics.User interfaces (Computer systems)Human-computer interaction.Artificial Intelligence.Mathematical Models of Cognitive Processes and Neural Networks.Computational Intelligence.Robotics.User Interfaces and Human Computer Interaction.006.3Bhuyan Bikram Pratim1784307Ramdane-Cherif Amar1427075Singh Thipendra P1373181Tomar Ravi1427077MiAaPQMiAaPQMiAaPQ9910983378003321Neuro-Symbolic Artificial Intelligence4315979UNINA03225nam 22004933 450 991100719080332120231206080306.03-0364-1016-3(MiAaPQ)EBC30985783(Au-PeEL)EBL30985783(Exl-AI)30985783(CKB)29250147700041(OCoLC)1412620603(EXLCZ)992925014770004120231206d2023 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierWelding Technologies1st ed.Zurich :Trans Tech Publications, Limited,2023.©2023.1 online resource (127 pages)3-0364-0016-8 Intro -- Welding Technologies -- Preface -- Table of Contents -- Effect of Ferrite/Austenite Phase Transformation on 475 °C Embrittlement in Duplex Stainless Steel Weld -- Effect of High-Temperature Tempering on Microstructure and Mechanical Strength of Laser-Welded Joints between Medium-Mn Stainless Steel and High-Strength Carbon Steel -- Experience in the Fabrication of Tube Grade 7CrMoVTiB10-10 with Inconel 625 Weld Overlay for Use in Steam Superheaters Exposed to Highly Corrosive Environments -- Microstructure and Mechanical Properties of A6061/GA980 Resistance Spot Weld -- High Energy Density Welding of IN792 Ds Superalloy -- Effect of Cold Rolling on Bonding Interface of C1020/A1050 Butt Joints by Friction Stir Welding -- High-Speed Laser Beam Welding of Magnesium Alloy AZ31 for Enhancing the Mechanical Properties -- Friction Stir Welding of Various Aluminium Alloys to Titanium -- Solute Enrichment in the Fusion Zone during Resistance Spot Welding of a Third Generation Advanced High Strength Steel -- Premium Rail Flash-Butt Welding Process Window Based on Phase Transformations -- Resistance Spot Welding of QP Stainless Steels: Role of Heat Treatment and Microstructure on Joint Strength -- Phase Transformations in Layered Composites Based on Zr, Nb, Ta or Ti Sheet Explosively Welded to Stainless Steel Plate -- Evaluation on Joint Performances of Advanced Multi-Material Dissimilar Lap Joints -- In Situ TEM Observation of the Ultrasonic Bonding Process -- Evaluation of Simulated Heat Affected Zone of Molybdenum- and Niobium Alloyed Ultra-High-Strength Steels -- Joining Aluminum Alloy and Steel by Friction Stir Forming from Steel Side -- Parallel Computing of Thermo-Fluid Modeling Related to the FSW Process -- Gleeble Simulation of HAZ in S690QL Steel: Microstructural and Mechanical Properties -- Keyword Index -- Author Index.Special topic volume with invited peer-reviewed papers only.WeldingGenerated by AIMetal bondingGenerated by AIWeldingMetal bonding671.52Ionescu Mihail471517Chandra Tara1823033Sommitsch Christof1279505Shabadi Raj1823034MiAaPQMiAaPQMiAaPQBOOK9911007190803321Welding Technologies4392800UNINA