Expert system

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Information engineering
Artificial intelligence
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Related lectures (10)

Expert Systems: Backward Chaining

Explores expert systems, backward chaining, and uncertainty through fuzzy logic in practical applications.

How to work with non-space corporates

Explores startups collaborating with corporates to access new markets and technologies.

Digital Consultant: EPFL 2021

Explores the role of a digital consultant in developing innovative applications.

Bayesian Extremes: MCMC Analysis

Explores Bayesian techniques for extreme value problems, focusing on MCMC analysis and the importance of proper prior information.

X-ray Diffraction in Cement Science

Explores the use of X-ray diffraction in cement material science, discussing advantages, limitations, and future improvements.

Diagnostic: Abduction and Consistency

Explores diagnostic problems, emphasizing abduction and consistency in finding faulty components based on observed symptoms and measurements.

Sociological Challenges of Energy Transition

Explores the sociological aspects of energy transition, including rebound effect, gender studies, and carbon lock-in.

Characterisation of Clusters: Homogeneity, Separability

Explores centroid, medoid, homogeneity, separability in clustering, quality evaluation, stability, expert knowledge, and clustering algorithms.

Model-Based Deep Reinforcement Learning: Monte Carlo Tree Search

Explores model-based deep reinforcement learning, focusing on Monte Carlo Tree Search and its applications in game strategies and decision-making processes.

Data Integration & Cleaning: Expert Matching & Entity Recognition

Covers data integration, expert matching, entity recognition, performance, scalability, stream data management, tensor decomposition, and concept drift detection.

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