ARTICLE
|
doi:10.20944/preprints202104.0395.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Deep-Learning; Interpretability; Omics; Biophysics; Drug Synergy; Cancer
Online: 14 April 2021 (17:44:40 CEST)
TECHNICAL NOTE
|
doi:10.20944/preprints202101.0053.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
climate; disasters; interpretability; relief; satellite imagery
Online: 4 January 2021 (15:58:21 CET)
ARTICLE
|
doi:10.20944/preprints202101.0302.v1
Subject:
Social Sciences,
Media Studies
Keywords:
Sarcasm Detection; Self-Attention; Interpretability, Social Media Analysis
Online: 15 January 2021 (16:01:11 CET)
ARTICLE
|
doi:10.20944/preprints202201.0072.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep Learning; Black-box; Interpretability; Explainability; Model introspection; MRA segmentation
Online: 6 January 2022 (10:39:37 CET)
ARTICLE
|
doi:10.20944/preprints202101.0081.v1
Subject:
Computer Science And Mathematics,
Algebra And Number Theory
Keywords:
Transformers; wave2vec; bert; mockingjay; interpretability
Online: 5 January 2021 (11:20:22 CET)
ARTICLE
|
doi:10.20944/preprints202307.0786.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Interpretability; Feasibility; Counterfactual and Contrastive Explanation
Online: 12 July 2023 (07:52:00 CEST)
REVIEW
|
doi:10.20944/preprints202312.2087.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
causal inference; deep learning; computer vision; image classification; statistical correlation; causal learning; domain generalization; neural networks; interpretability in AI
Online: 27 December 2023 (10:45:09 CET)
ARTICLE
|
doi:10.20944/preprints202402.0960.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transfer learning; deep learning; brain tumor classification; explanability and interpretability; Grad-Cam++; integrated gradients
Online: 19 February 2024 (10:21:08 CET)
ARTICLE
|
doi:10.20944/preprints202303.0003.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
XAI; Interpretability; Predictive Maintenance; Prognostics and Health Management; Remaining Useful Life; Deep Learning; Convolutional Neural Network; Comparative Analysis; XAI Evaluation and Accountability
Online: 1 March 2023 (02:31:28 CET)
ARTICLE
|
doi:10.20944/preprints202402.0943.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
degradation monitoring; health monitoring; causal discovery; jaccard distance, inter- 14 pretability; causal interpretability
Online: 19 February 2024 (10:09:53 CET)
REVIEW
|
doi:10.20944/preprints202306.1874.v1
Subject:
Engineering,
Other
Keywords:
deep machine learning; sustainable energy; energy grid optimization; regulatory frameworks; interpretability
Online: 27 June 2023 (09:37:59 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1133.v1
Subject:
Computer Science And Mathematics,
Software
Keywords:
Defect Prediction, Explainable Machine Learning, Software Quality, Interpretability, Cross-Project Defect Prediction
Online: 15 January 2024 (14:23:14 CET)
ARTICLE
|
doi:10.20944/preprints202308.1978.v1
Subject:
Biology And Life Sciences,
Life Sciences
Keywords:
biomarker, LLM, interpretability, scRNA-seq, machine learning, symbolic regression
Online: 30 August 2023 (03:53:31 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0051.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
XAI; segmentation; detection; aspiration; glottis; vocal cords; endoscopy; FEES; interpretability; meaningful sequences; key frames
Online: 2 December 2022 (12:22:54 CET)
ARTICLE
|
doi:10.20944/preprints202212.0062.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
graph neural network; motif-based representation; molecular property prediction; graph matching; interpretability; GPU-enabled accelerating.
Online: 5 December 2022 (06:57:41 CET)
ARTICLE
|
doi:10.20944/preprints202305.0445.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
GDP; deep learning; time fusion transformers; multi-horizon forecasting; interpretability
Online: 8 May 2023 (04:47:10 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1565.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
nitrogen oxide retrieval; 2DCNN-LSTM; machine learning; factor interpretability
Online: 23 August 2023 (07:42:22 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0872.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
Probability Distribution; Adversarial Sample; Transferability; Interpretability
Online: 12 May 2023 (03:13:00 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0933.v1
Subject:
Artificial Intelligence And Machine Learning,
Computer Science And Mathematics
Keywords:
Comparative Analysis; Educational Data Mining; Educational Predictive Modelling; (XAI); Feature Importance; Machine Learning Interpretability; Model Transparency; Predictive Analytics in Education; Student Adaptability; AI in Education Policy
Online: 14 May 2024 (10:00:45 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1290.v1
Subject:
Clinical Medicine,
Medicine And Pharmacology
Keywords:
ECG signal classification; convolutional neural network; model interpretability; UMAP dimensionality reduction; SHAP value analysis
Online: 20 May 2024 (12:42:10 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1031.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Domain Adaptation; Sentiment Analysis; Interpretability
Online: 18 April 2024 (13:36:39 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0101.v1
Subject:
Mechanical Engineering,
Engineering
Keywords:
Coupling fault diagnosis; graph neural networks; interpretability; dynamic vertex
Online: 2 May 2024 (12:14:14 CEST)