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27th Intl. Conference on Information Fusion (FUSION 2024)

Name: 27th Intl. Conference on Information Fusion
Start: 2024-07-07
End: 2024-07-11

Fusion

Robotics and AI - Conference

Time: From July 7, 2024 to July 11, 2024

Event Location: Italy (Ca' Foscari University of Venice, Venice)

Key Points:

• Forum for researchers, practitioners, academia, industry, & government agencies

• Discuss the latest advancements on classical model-based & emerging data-driven

• autonomous methodologies on sensor, data, information and knowledge fusion,

• new system frameworks, hybrid processing techniques, & the associated challenges

• at the systemic level, including system design paradigms & issues of ...

Last updated: March 08, 2024

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Important Dates

Paper Submissions due: March 15, 2024 **extended**
Acceptance Notification: May 1, 2024
Camera Ready due: June 1, 2024

Event Description and Details

Topics of Interest include, but are not limited to:

Theory and Representation:

Probability theory, Bayesian inference, statistical-relational learning, representation learning, graph-based fusion models (both graph neural networks and shallow models), argumentation, Dempster-Shafer theory, possibility and fuzzy set theory, rough sets, knowledge representation and reasoning, ontologies/semantics, logic-based representations, decision theory, random sets, finite point processes and others.

Algorithms:

Multi-modal information fusion (e.g., image, video, audio, text etc.), machine learning and artificial intelligence, soft fusion/natural language processing and Large Language Models, cognitive methods, sequential inference, data mining, pattern/behavioral analysis, signal processing and localization, recognition, classification, identification, nonlinear filtering, data association, tracking, prediction, situation/impact assessment, alignment and registration, fusion architectures, resource management (incl. reinforcement learning for resource management and fusion process refinement), contextual adaptation, anomaly/change/novelty detection.

System Applications and Systemic Issues:

Soft-hard fusion, autonomous systems (incl. autonomous vehicles and drones), distributed systems, cloud/edge computing/fusion, defense/security, robotics, aerospace, intelligent transportation, mining/manufacturing, environmental monitoring, earth observation/satellite monitoring, climate monitoring, precision agriculture, disaster response, wireless sensor networks, economics, fintech, e-health, bioinformatics, critical infrastructure protection, condition monitoring, video streaming, embodied AI, and other emerging applications. Integrated system design challenges and aspects of system control, management, and realization of synergistic behavior with Information Fusion and system processes.

Human in the Loop Applications:

User refinement/human-in-the-loop fusion (incorporating human input and feedback into the fusion process) and intelligent user interfaces for fusion systems, information fusion for decision support.

Test and Evaluation:

Trust in fusion systems, explainability and uncertainty of fusion processes, computational methods, formal methods for fusion performance, benchmarks/testbeds.

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