Active inference : third international workshop, IWAI 2022, Grenoble, France, September 19, 2022, revised selected papers / / Christopher L. Buckley [and six others], editors

• Record Nr.: UNISA996546829803316
• Pubbl/distr/stampa: Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]; ©2023
• ISBN: 3-031-28719-3
• Edizione: [1st ed. 2023.]
• Descrizione fisica: 1 online resource (383 pages)
• Collana: Communications in Computer and Information Science, , 1865-0937 ; ; 1721
• Disciplina: 006.3
• Soggetti: Artificial intelligence; Inference
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Preventing Deterioration of Classification Accuracy in Predictive Coding Networks -- Interpreting systems as solving POMDPs: a step towards a formal understanding of agency -- Disentangling Shape and Pose for Object-Centric Deep Active Inference Models -- Object-based Active Inference -- Knitting a Markov blanket is hard when you are out-of-equilibrium: two examples in canonical nonequilibrium models -- Spin glass systems as collective active inference -- Mapping Husserlian phenomenology onto active inference -- The Role of Valence and Meta-awareness in Mirror Self-recognition Using Hierarchical Active Inference -- World model learning from demonstrations with active inference: application to driving behavior -- Active Blockference: cadCAD with Active Inference for cognitive systems modeling -- Active Inference Successor Representations -- Learning Policies for Continuous Control via Transition Models -- Attachment Theory in an Active Inference Framework: How Does Our Inner Model Take Shape? -- Capsule Networks as Generative Models -- Home run: finding your way home by imagining trajectories -- A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture -- Active Inference and Psychology of Expectations: A study of formalizing ViolEx -- AIXI, FEP-AI, and integrated world models: Towards a unified ; understanding of intelligence and consciousness -- Intention Modulation for Multi-Step Tasks in Continuous Time Active Inference -- Learning Generative Models for Active Inference using Tensor Networks -- A Worked Example of the Bayesian Mechanics of Classical Objects -- A message passing perspective on planning under Active Inference -- Efficient search of active inference policy spaces using k-means -- Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agent -- Deriving time-averaged active inference from control principles.
• Sommario/riassunto: This volume constitutes the papers of the 3rd International Workshop on Active Inference, IWAI 2022, held in Grenoble, France, in conjunction with ECML/PKDD, on September 19, 2022. The 25 revised full papers presented in this book were carefully reviewed and selected from 31 submissions.

Intelligent Information Technology : 7th International Conference on Information Technology, CIT 2004, Hyderabad, India, December 20-23, 2004, Proceedings / / edited by Gautam Das, V.P. Gulati

• Record Nr.: UNINA9910483967603321
• Pubbl/distr/stampa: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005
• ISBN: 3-540-30561-0
• Edizione: [1st ed. 2005.]
• Descrizione fisica: 1 online resource (XII, 430 p.)
• Collana: Lecture Notes in Computer Science, , 1611-3349 ; ; 3356
• Altri autori (Persone): DasGautam; GulatiV. P (Ved Prakash)
• Disciplina: 004
• Soggetti: Computer science; Computer networks; Artificial intelligence; Application software; Software engineering; Computer vision; Theory of Computation; Computer Communication Networks; Artificial Intelligence; Computer and Information Systems Applications; Software Engineering; Computer Vision
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Computational Intelligence -- An Approach for Conceptual Modeling and Extracting Expressive Semantics from Dance Videos -- BioPubMiner: Machine Learning Component-Based Biomedical Information Analysis Platform -- A Linear Time Algorithm for Constructing Tree 4-Spanner in 2-Trees -- Task Scheduling Algorithm for Interconnection Constrained Network of Heterogeneous Processors -- Neural Networks -- Detecting Topology Preserving Feature Subset with SOM -- Adaptive Neural Network-Based Clustering of Yeast Protein–Protein Interactions -- Design of Neuro-fuzzy Controller Based on Dynamic Weights Updating -- Interval Computing in Neural Networks: One Layer Interval Neural Networks -- Communication Networks -- Design and Deployment of IP Virtual Private Networks: A Case Study -- QoS Driven Online Multicast Routing Algorithm -- Software Radio Implementation of a Smart Antenna System on Digital Signal Processors for cdma2000 -- An Efficient Cost Effective Location Management Scheme Based on Velocity Vector Information of Mobile Unit -- Integrated Computation, Communication and Control: Towards Next Revolution in Information Technology -- Mobile and Adhoc Networks -- Designing Mobile Distributed Virtual Memory System -- Efficient Grid Location Update Scheme for Mobile Ad Hoc Networks -- Power Optimization in Mobile Networks Using Genetic Algorithm to Guarantee QoS -- Associativity Based Mobility-Adaptive K-Clustering in Mobile Ad-Hoc Networks -- Self-organized Security Architecture for MANET -- Clock Synchronization in IEEE 802.11 Ad Hoc Networks -- Security -- Internet Banking – A Layered Approach to Security -- On Reduction of Bootstrapping Information Using Digital Multisignature -- SpamNet – Spam Detection Using PCA and Neural Networks -- TCP Based Denial-of-Service Attacks to Edge Network:Analysis and Detection -- Network Intrusion Detection Using Wavelet Analysis -- Building a Secure and Highly Scalable Data Distribution System -- Database -- Performance of Distributed Optimistic Concurrency Control in Real-Time Databases -- An Extension to ER Model for Top-Down Semantic Modeling of Databases of Applications -- Overlaying Multiple Maps Efficiently -- Software Engineering -- Relational Schema Evolution for Program Independency -- Reliability Enhancement in Software Testing – An Agent-Based Approach for Complex Systems -- MurO: A Multi-representation Ontology as a Foundation of Enterprise Information Systems -- A Tool to Automatically Detect Defects in C++ Programs -- Implementation of Embedded Cores-Based Digital Devices in JBits Java Simulation Environment -- Automatic Model Generation in Model Management -- Signal and Image Processing -- Contourlet Based Multiresolution Texture Segmentation Using Contextual Hidden Markov Models -- FPGA Based Implementation of an Invisible-Robust Image Watermarking Encoder -- Multi-agent Based User Access Patterned Optimal Content Allocation Method for Federated Video Digital Libraries -- Optimizing Surplus Harmonics Distribution in PWM -- M-BCJR Based Turbo Equalizer -- Internet and WWW-Based Computing -- YALXP: Yet Another Lightweight XPath Processor -- Early Performance Modeling for Web Based Applications -- An Examination of Website Quality Dimensions in Australian e-Retailing: A Confirmatory Factor Analysis Approach -- Aspects of Pervasive Computing for Web ; Based Learning.
• Sommario/riassunto: The 7th International Conference on Information Technology (CIT 2004) was held in Hyderabad, India, during December 20–23, 2004. The CIT 2004 was a forum where researchers from various areas of information technology and its applications could stimulate and exchange ideas on technological advancements. CIT, organizedby the Orissa InformationTechnologySociety (OITS), has emerged as one of the major international conferences in India and is fast becoming the premier forum for the presentation of the latest research and development in the critical area of information technology. The last six conferences attracted reputed researchers from around the world, and CIT 2004 took this trend forward. This conference focused on the latest research ?ndings on all topics in the area of information technology. Although the natural focus was on computer science issues, research results contributed from management, business and other disciplines formed an integral part. We received more than 200 papers from over 27 countries in the areas of com- tational intelligence, neural networks, mobile and adhoc networks, security, databases, softwareengineering,signal andimageprocessing,andInternetandWWW-basedc- puting. The programme committee, consisting of eminent researchers, academicians and practitioners, ?nally selected 43 full papers on the basis of reviewer grades. This proceedings contains the research papers selected for presentation at the c- ference and this is the ?rst time that the proceedingshave been published in the Lecture Notes in Computer Science (LNCS) series. The poster papers are being printed as a separate conference proceedings.