Inventor · disambiguated record
Rafal Bigaj
Also filed as: BIGAJ RAFAL
29 granted patents·9 pending applications·29 citations·filing 2017–2023
93Inventor score
Files withIBM38
Top patents by PatentIndex Score
38 records- 0195US11501239B2Metric specific machine learning model improvement through metric specific outlier removalIBM·Filed 2020·Granted Nov 15, 2022·6 cites·18 claims
- 0294US11475326B2Analyzing test result failures using artificial intelligence modelsIBM·Filed 2020·Granted Oct 18, 2022·5 cites·20 claims
- 0393US11301351B2Machine learning based data monitoringIBM·Filed 2020·Granted Apr 12, 2022·4 cites·16 claims
- 0486US12216738B2Predicting performance of machine learning modelsIBM·Filed 2020·Granted Feb 4, 2025·2 cites·13 claims
- 0585US11748638B2Machine learning model monitoringIBM·Filed 2020·Granted Sep 5, 2023·2 cites·16 claims
- 0682US10733043B2Automatic correcting of computing cluster execution failureIBM·Filed 2018·Granted Aug 4, 2020·3 cites·6 claims
- 0780US11551152B2Input feature significance identification based on batches of predictionIBM·Filed 2020·Granted Jan 10, 2023·1 cites·20 claims
- 0874US11915150B2Refinement of a predicted event based on explainability dataIBM·Filed 2023·Granted Feb 27, 2024·0 cites·17 claims
- 0973US11003910B2Data labeling for deep-learning modelsIBM·Filed 2019·Granted May 11, 2021·2 cites·7 claims
- 1072US11790256B2Analyzing test result failures using artificial intelligence modelsIBM·Filed 2022·Granted Oct 17, 2023·0 cites·20 claims
- 1169US11556860B2Continuous learning system for models without pipelinesIBM·Filed 2019·Granted Jan 17, 2023·1 cites·15 claims
- 1268US11681928B2Refinement of a predicted event based on explainability dataIBM·Filed 2019·Granted Jun 20, 2023·1 cites·14 claims
- 1366US11704220B2Machine learning based data monitoringIBM·Filed 2022·Granted Jul 18, 2023·0 cites·15 claims
- 1466US10885332B2Data labeling for deep-learning modelsIBM·Filed 2019·Granted Jan 5, 2021·1 cites·13 claims
- 1565US11429858B2Deep learning experiment content generation based on single designIBM·Filed 2019·Granted Aug 30, 2022·1 cites·23 claims
- 1660US11048577B2Automatic correcting of computing cluster execution failureIBM·Filed 2019·Granted Jun 29, 2021·0 cites·12 claims
- 1757US11593388B2Indexing based on feature importanceIBM·Filed 2021·Granted Feb 28, 2023·0 cites·20 claims
- 1856US11699071B2Evaluating surrogate machine learning modelsIBM·Filed 2019·Granted Jul 11, 2023·0 cites·20 claims
- 1956US11699082B2Multi-dimensional record correlationsIBM·Filed 2019·Granted Jul 11, 2023·0 cites·20 claims
- 2056US11475324B2Dynamic recommendation system for correlated metrics and key performance indicatorsIBM·Filed 2019·Granted Oct 18, 2022·0 cites·20 claims
- 2156US11461648B2Standardizing disparate data pointsIBM·Filed 2020·Granted Oct 4, 2022·0 cites·20 claims
- 2255US11507670B2Method for testing an artificial intelligence model using a substitute modelIBM·Filed 2020·Granted Nov 22, 2022·0 cites·20 claims
- 2355US11488036B2Multi-class classification evaluation metric determinationIBM·Filed 2020·Granted Nov 1, 2022·0 cites·20 claims
- 2453US12106191B2Continuous learning process using concept drift monitoringIBM·Filed 2021·Granted Oct 1, 2024·0 cites·20 claims
- 2553US11816542B2Finding root cause for low key performance indicatorsIBM·Filed 2020·Granted Nov 14, 2023·0 cites·20 claims
- 2652US12254065B2Regression detection and correction in relationships between performance indicators and ai metricsIBM·Filed 2020·Granted Mar 18, 2025·0 cites·14 claims
- 2752US2019251474A1Smart default threshold values in continuous learningIBM·Filed 2019·Application pending·0 cites
- 2852US2022309384A1Selecting representative features for machine learning modelsIBM·Filed 2021·Application pending·0 cites
- 2951US11676063B2Exposing payload data from non-integrated machine learning systemsIBM·Filed 2019·Granted Jun 13, 2023·0 cites·20 claims
- 3050US11922279B2Standard error of prediction of performance in artificial intelligence modelIBM·Filed 2020·Granted Mar 5, 2024·0 cites·20 claims
- 3148US2021304059A1Method for selecting datasets for updating an artificial intelligence moduleIBM·Filed 2020·Application pending·0 cites
- 3247US2019130303A1Smart default threshold values in continuous learningIBM·Filed 2017·Application pending·0 cites
- 3347US2021256447A1Detection for ai-based recommendationIBM·Filed 2020·Application pending·0 cites
- 3446US2021150335A1Predictive model performance evaluationIBM·Filed 2019·Application pending·0 cites
- 3546US2021158140A1Customized machine learning demonstrationsIBM·Filed 2019·Application pending·0 cites
- 3644US11237942B2Model comparison with unknown metric importanceIBM·Filed 2020·Granted Feb 1, 2022·0 cites·20 claims
- 3743US2022076079A1Distributed machine learning scoringIBM·Filed 2020·Application pending·0 cites
- 3842US2021334694A1Perturbed records generationIBM·Filed 2020·Application pending·0 cites
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Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →