EFFRA Innovation Portal

Explanations for Monotonic Classifiers

Project: COALA

Updated at: 31-07-2023

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Reasoning-Based Learning of Interpretable ML Models

Project: COALA

Updated at: 31-07-2023

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Using MaxSAT for Efficient Explanations of Tree Ensembles

Project: COALA

Updated at: 31-07-2023

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On Efficiently Explaining Graph-Based Classifiers

Project: COALA

Updated at: 31-07-2023

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On Explaining Random Forests with SAT

Project: COALA

Updated at: 31-07-2023

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Ethics and Data Management Plan

Project: XMANAI

Updated at: 31-07-2023

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Asset Management Bundles Methods and System Designs

Project: XMANAI

Updated at: 31-07-2023

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XMANAI Concept Detailing, Initial Requirements, Usage Scenarios and Draft MVP

Project: XMANAI

Updated at: 31-07-2023

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Joint COALA requirements

Project: COALA

Updated at: 31-07-2023

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Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference

Project: COALA

Updated at: 31-07-2023

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WHY engine prototype

Project: COALA

Updated at: 31-07-2023

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Intent and context recognition assessment report

Project: COALA

Updated at: 31-07-2023

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Report on the application of ethical principles for AI in manufacturing - interim

Project: COALA

Updated at: 31-07-2023

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Project Website and Communication Channels Instantiation

Project: XMANAI

Updated at: 31-07-2023

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Cognitive advisor service - version 2

Project: COALA

Updated at: 31-07-2023

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AI-focused didactic concept for factory workers - interim

Project: COALA

Updated at: 31-07-2023

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A novel Explainable Artificial Intelligence and secure Artificial Intelligence asset sharing platform for the manufactur...

Project: XMANAI

Updated at: 31-07-2023

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Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Busine...

Project: XMANAI

Updated at: 31-07-2023

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AI Bundles Methods and System Designs

Project: XMANAI

Updated at: 31-07-2023

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"Moving from ""black box"" to ""glass box"" Artificial Intelligence in Manufacturing with XMANAI"

Project: XMANAI

Updated at: 31-07-2023

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State of the Art Review in XMANAI Research Domains

Project: XMANAI

Updated at: 31-07-2023

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System Architecture, Bundles Placement Plan and APIs Design

Project: XMANAI

Updated at: 31-07-2023

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DALE: Differential Accumulated Local Effects for efficient and accurate global explanations

Project: XMANAI

Updated at: 31-07-2023

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Explainable AI in Manufacturing: an Analysis of Transparency and Interpretability Methods for the XMANAI Platform

Project: XMANAI

Updated at: 31-07-2023

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Explainable Artificial Intelligence Bundles for Algorithm Lifecycle Management in the Manufacturing Domain

Project: XMANAI

Updated at: 31-07-2023

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Industrial Asset Management and Secure Sharing for an XAI Manufacturing Platform

Project: XMANAI

Updated at: 31-07-2023

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Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Pr...

Project: AI-PROFICIENT

Updated at: 31-07-2023

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Legal and ethical requirements for human-machine interaction

Project: AI-PROFICIENT

Updated at: 31-07-2023

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Roadmap for dissemination and communication first release

Project: AI-PROFICIENT

Updated at: 31-07-2023

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Pilot-specific demonstration scenarios

Project: AI-PROFICIENT

Updated at: 31-07-2023

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Resources

Selected filters:

Explanations for Monotonic Classifiers

Reasoning-Based Learning of Interpretable ML Models

Using MaxSAT for Efficient Explanations of Tree Ensembles

On Efficiently Explaining Graph-Based Classifiers

On Explaining Random Forests with SAT

Ethics and Data Management Plan

Asset Management Bundles Methods and System Designs

XMANAI Concept Detailing, Initial Requirements, Usage Scenarios and Draft MVP

Joint COALA requirements

Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference

WHY engine prototype

Intent and context recognition assessment report

Report on the application of ethical principles for AI in manufacturing - interim

Project Website and Communication Channels Instantiation

Cognitive advisor service - version 2

AI-focused didactic concept for factory workers - interim

A novel Explainable Artificial Intelligence and secure Artificial Intelligence asset sharing platform for the manufactur...

Towards Explainable AI Validation in Industry 4.0: A Fuzzy Cognitive Map-based Evaluation Framework for Assessing Busine...

AI Bundles Methods and System Designs

"Moving from ""black box"" to ""glass box"" Artificial Intelligence in Manufacturing with XMANAI"

State of the Art Review in XMANAI Research Domains

System Architecture, Bundles Placement Plan and APIs Design

DALE: Differential Accumulated Local Effects for efficient and accurate global explanations

Explainable AI in Manufacturing: an Analysis of Transparency and Interpretability Methods for the XMANAI Platform

Explainable Artificial Intelligence Bundles for Algorithm Lifecycle Management in the Manufacturing Domain

Industrial Asset Management and Secure Sharing for an XAI Manufacturing Platform

Divide, Propagate and Conquer: Splitting a Complex Diagnosis Problem for Early Detection of Faults in a Manufacturing Pr...

Legal and ethical requirements for human-machine interaction

Roadmap for dissemination and communication first release

Pilot-specific demonstration scenarios