EFFRA Innovation Portal

Projection to Fairness in Statistical Learning

Project: COALA

Updated at: 31-07-2023

Project Website and Communication Channels Instantiation

Project: XMANAI

Updated at: 31-07-2023

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

Project: XMANAI

Updated at: 31-07-2023

On the tractability of explaining decisions of classifiers

Project: COALA

Updated at: 31-07-2023

Explanations for Monotonic Classifiers

Project: COALA

Updated at: 31-07-2023

On Efficiently Explaining Graph-Based Classifiers

Project: COALA

Updated at: 31-07-2023

Ethics and Data Management Plan

Project: XMANAI

Updated at: 31-07-2023

Asset Management Bundles Methods and System Designs

Project: XMANAI

Updated at: 31-07-2023

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

Project: COALA

Updated at: 31-07-2023

Joint COALA requirements

Project: COALA

Updated at: 31-07-2023

WHY engine prototype

Project: COALA

Updated at: 31-07-2023

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

Project: COALA

Updated at: 31-07-2023

Intent and context recognition assessment report

Project: COALA

Updated at: 31-07-2023

Reasoning-Based Learning of Interpretable ML Models

Project: COALA

Updated at: 31-07-2023

On Explaining Random Forests with SAT

Project: COALA

Updated at: 31-07-2023

Using MaxSAT for Efficient Explanations of Tree Ensembles

Project: COALA

Updated at: 31-07-2023

Cognitive advisor service - version 2

Project: COALA

Updated at: 31-07-2023

AI-focused didactic concept for factory workers - interim

Project: COALA

Updated at: 31-07-2023

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

Project: XMANAI

Updated at: 31-07-2023

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

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

Project: XMANAI

Updated at: 31-07-2023

AI Bundles Methods and System Designs

Project: XMANAI

Updated at: 31-07-2023

System Architecture, Bundles Placement Plan and APIs Design

Project: XMANAI

Updated at: 31-07-2023

State of the Art Review in XMANAI Research Domains

Project: XMANAI

Updated at: 31-07-2023

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

Project: XMANAI

Updated at: 31-07-2023

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

Project: XMANAI

Updated at: 31-07-2023

Industrial Asset Management and Secure Sharing for an XAI Manufacturing Platform

Project: XMANAI

Updated at: 31-07-2023

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

Project: XMANAI

Updated at: 31-07-2023

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

Legal and ethical requirements for human-machine interaction

Project: AI-PROFICIENT

Updated at: 31-07-2023

Resources

Selected filters:

Projection to Fairness in Statistical Learning

Project Website and Communication Channels Instantiation

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

On the tractability of explaining decisions of classifiers

Explanations for Monotonic Classifiers

On Efficiently Explaining Graph-Based Classifiers

Ethics and Data Management Plan

Asset Management Bundles Methods and System Designs

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

Joint COALA requirements

WHY engine prototype

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

Intent and context recognition assessment report

Reasoning-Based Learning of Interpretable ML Models

On Explaining Random Forests with SAT

Using MaxSAT for Efficient Explanations of Tree Ensembles

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...

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

AI Bundles Methods and System Designs

System Architecture, Bundles Placement Plan and APIs Design

State of the Art Review in XMANAI Research Domains

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

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

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