Practical Explainable AI Using Python
Latest Publications

TOTAL DOCUMENTS

14

(FIVE YEARS 14)

H-INDEX

0

(FIVE YEARS 0)

Published By Apress

9781484271575, 9781484271582

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Explainability for Non-Linear Models

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_4 ◽

2021 ◽

pp. 93-127

Author(s):

Pradeepta Mishra

Keyword(s):

Linear Models ◽

Non Linear

Explainability for Deep Learning Models

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_9 ◽

2021 ◽

pp. 243-263

Author(s):

Pradeepta Mishra

Keyword(s):

Deep Learning ◽

Learning Models

Explainability for Ensemble Models

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_5 ◽

2021 ◽

pp. 129-168

Author(s):

Pradeepta Mishra

Keyword(s):

Ensemble Models

Model Explainability and Interpretability

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_1 ◽

2021 ◽

pp. 1-22

Author(s):

Pradeepta Mishra

Explainability for NLP

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_7 ◽

2021 ◽

pp. 193-227

Author(s):

Pradeepta Mishra

Model-Agnostic Explanations by Identifying Prediction Invariance

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_12 ◽

2021 ◽

pp. 299-314

Author(s):

Pradeepta Mishra

Keyword(s):

Prediction Invariance

AI Model Fairness Using a What-If Scenario

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_8 ◽

2021 ◽

pp. 229-242

Author(s):

Pradeepta Mishra

Counterfactual Explanations for XAI Models

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_10 ◽

2021 ◽

pp. 265-278

Author(s):

Pradeepta Mishra

Contrastive Explanations for Machine Learning

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_11 ◽

2021 ◽

pp. 279-298

Author(s):

Pradeepta Mishra

Keyword(s):

Machine Learning

Model Explainability for Rule-Based Expert Systems

Practical Explainable AI Using Python ◽

10.1007/978-1-4842-7158-2_13 ◽

2021 ◽

pp. 315-326

Author(s):

Pradeepta Mishra

Keyword(s):

Expert Systems ◽

Rule Based