Inventor · disambiguated record
Wojciech Sobala
Also filed as: SOBALA WOJCIECH
28 granted patents·10 pending applications·26 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
- 0680US11551152B2Input feature significance identification based on batches of predictionIBM·Filed 2020·Granted Jan 10, 2023·1 cites·20 claims
- 0778US10761958B2Automatically determining accuracy of a predictive modelIBM·Filed 2018·Granted Sep 1, 2020·3 cites·18 claims
- 0872US11790256B2Analyzing test result failures using artificial intelligence modelsIBM·Filed 2022·Granted Oct 17, 2023·0 cites·20 claims
- 0970US11024004B2Reconstructing missing slices in slice-based scans of 3D objectsIBM·Filed 2018·Granted Jun 1, 2021·1 cites·10 claims
- 1069US11556860B2Continuous learning system for models without pipelinesIBM·Filed 2019·Granted Jan 17, 2023·1 cites·15 claims
- 1166US11704220B2Machine learning based data monitoringIBM·Filed 2022·Granted Jul 18, 2023·0 cites·15 claims
- 1265US11429858B2Deep learning experiment content generation based on single designIBM·Filed 2019·Granted Aug 30, 2022·1 cites·23 claims
- 1357US11593388B2Indexing based on feature importanceIBM·Filed 2021·Granted Feb 28, 2023·0 cites·20 claims
- 1456US12468979B2Early stopping of artificial intelligence model training using control limitsIBM·Filed 2021·Granted Nov 11, 2025·0 cites·25 claims
- 1556US11699071B2Evaluating surrogate machine learning modelsIBM·Filed 2019·Granted Jul 11, 2023·0 cites·20 claims
- 1656US11699082B2Multi-dimensional record correlationsIBM·Filed 2019·Granted Jul 11, 2023·0 cites·20 claims
- 1756US11475324B2Dynamic recommendation system for correlated metrics and key performance indicatorsIBM·Filed 2019·Granted Oct 18, 2022·0 cites·20 claims
- 1856US11461648B2Standardizing disparate data pointsIBM·Filed 2020·Granted Oct 4, 2022·0 cites·20 claims
- 1955US11507670B2Method for testing an artificial intelligence model using a substitute modelIBM·Filed 2020·Granted Nov 22, 2022·0 cites·20 claims
- 2055US11488036B2Multi-class classification evaluation metric determinationIBM·Filed 2020·Granted Nov 1, 2022·0 cites·20 claims
- 2155US11410271B2Reconstructing missing slices in slice-based scans of 3D objectsIBM·Filed 2019·Granted Aug 9, 2022·0 cites·16 claims
- 2253US12106191B2Continuous learning process using concept drift monitoringIBM·Filed 2021·Granted Oct 1, 2024·0 cites·20 claims
- 2353US11816542B2Finding root cause for low key performance indicatorsIBM·Filed 2020·Granted Nov 14, 2023·0 cites·20 claims
- 2452US12254065B2Regression detection and correction in relationships between performance indicators and ai metricsIBM·Filed 2020·Granted Mar 18, 2025·0 cites·14 claims
- 2552US2024220270A1Data-analysis-based consolidation of process pipelinesIBM·Filed 2023·Application pending·0 cites
- 2652US2022309384A1Selecting representative features for machine learning modelsIBM·Filed 2021·Application pending·0 cites
- 2750US11922279B2Standard error of prediction of performance in artificial intelligence modelIBM·Filed 2020·Granted Mar 5, 2024·0 cites·20 claims
- 2848US2021304059A1Method for selecting datasets for updating an artificial intelligence moduleIBM·Filed 2020·Application pending·0 cites
- 2947US2021256447A1Detection for ai-based recommendationIBM·Filed 2020·Application pending·0 cites
- 3046US11853392B2Providing reduced training data for training a machine learning modelIBM·Filed 2021·Granted Dec 26, 2023·0 cites·20 claims
- 3146US2021150335A1Predictive model performance evaluationIBM·Filed 2019·Application pending·0 cites
- 3246US2021158140A1Customized machine learning demonstrationsIBM·Filed 2019·Application pending·0 cites
- 3344US11237942B2Model comparison with unknown metric importanceIBM·Filed 2020·Granted Feb 1, 2022·0 cites·20 claims
- 3443US2022076079A1Distributed machine learning scoringIBM·Filed 2020·Application pending·0 cites
- 3542US2021334694A1Perturbed records generationIBM·Filed 2020·Application pending·0 cites
- 3642US2020311541A1Metric value calculation for continuous learning systemIBM·Filed 2019·Application pending·0 cites
- 3739US10535001B2Reducing problem complexity when analyzing 3-D imagesIBM·Filed 2017·Granted Jan 14, 2020·0 cites·15 claims
- 3837US2020065630A1Automated early anomaly detection in a continuous learning modelIBM·Filed 2018·Application pending·0 cites
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Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →