Explainable AI Patent Application Trends 2024

Explainable AI patent applications in 2024

Top Technology Areas in Explainable AI

Top CPC Codes

• G06N5/045 (No explanation available)
  • Count: 2 patents
  • Example: 20240202335. AUDITING CLASSIFIER MODELS WITH ADVERSARIALLY ROBUST XAI COMMITTEES simplified abstract (Dell Products L.P.)
• G06F18/214 (No explanation available)
  • Count: 1 patents
  • Example: 20240232294. COMBINING STRUCTURED AND SEMI-STRUCTURED DATA FOR EXPLAINABLE AI simplified abstract (SAP SE)
• G06F40/40 (No explanation available)
  • Count: 1 patents
  • Example: 20240232294. COMBINING STRUCTURED AND SEMI-STRUCTURED DATA FOR EXPLAINABLE AI simplified abstract (SAP SE)
• G06F21/566 (No explanation available)
  • Count: 1 patents
  • Example: 20240202335. AUDITING CLASSIFIER MODELS WITH ADVERSARIALLY ROBUST XAI COMMITTEES simplified abstract (Dell Products L.P.)
• G06F2221/033 (No explanation available)
  • Count: 1 patents
  • Example: 20240202335. AUDITING CLASSIFIER MODELS WITH ADVERSARIALLY ROBUST XAI COMMITTEES simplified abstract (Dell Products L.P.)
• G06N5/022 (No explanation available)
  • Count: 1 patents
  • Example: 20240202556. PRECOMPUTED EXPLANATION SCORES simplified abstract (International Business Machines Corporation)
• G06N20/00 (No explanation available)
  • Count: 1 patents
  • Example: 20240078473. SYSTEMS AND METHODS FOR END-TO-END MACHINE LEARNING WITH AUTOMATED MACHINE LEARNING EXPLAINABLE ARTIFICIAL INTELLIGENCE simplified abstract (DATAWALK SPOLKA AKCYJNA)
• H04L41/5006 (No explanation available)
  • Count: 1 patents
  • Example: 20240064068. RISK MITIGATION IN SERVICE LEVEL AGREEMENTS simplified abstract (Kyndryl, Inc.)
• H04L41/5009 (No explanation available)
  • Count: 1 patents
  • Example: 20240064068. RISK MITIGATION IN SERVICE LEVEL AGREEMENTS simplified abstract (Kyndryl, Inc.)
• G06F21/64 (No explanation available)
  • Count: 1 patents
  • Example: 20240111902. DEFENSE AGAINST XAI ADVERSARIAL ATTACKS BY DETECTION OF COMPUTATIONAL RESOURCE FOOTPRINTS simplified abstract (Dell Products L.P.)

Top Companies in Explainable AI

Dell Products L.P.

• Number of Explainable AI patents: 2
• Top CPC codes:
  • G06F21/566 (No explanation available): 1 patents
  • G06N5/045 (No explanation available): 1 patents
  • G06F2221/033 (No explanation available): 1 patents
• Recent patents:
  • 20240202335. AUDITING CLASSIFIER MODELS WITH ADVERSARIALLY ROBUST XAI COMMITTEES simplified abstract (Dell Products L.P.) (20240620)
  • 20240111902. DEFENSE AGAINST XAI ADVERSARIAL ATTACKS BY DETECTION OF COMPUTATIONAL RESOURCE FOOTPRINTS simplified abstract (Dell Products L.P.) (20240404)

SAP SE

• Number of Explainable AI patents: 1
• Top CPC codes:
  • G06F18/214 (No explanation available): 1 patents
  • G06F40/40 (No explanation available): 1 patents
• Recent patents:
  • 20240232294. COMBINING STRUCTURED AND SEMI-STRUCTURED DATA FOR EXPLAINABLE AI simplified abstract (SAP SE) (20240711)

International Business Machines Corporation

• Number of Explainable AI patents: 1
• Top CPC codes:
  • G06N5/045 (No explanation available): 1 patents
  • G06N5/022 (No explanation available): 1 patents
• Recent patents:
  • 20240202556. PRECOMPUTED EXPLANATION SCORES simplified abstract (International Business Machines Corporation) (20240620)

DATAWALK SPOLKA AKCYJNA

• Number of Explainable AI patents: 1
• Top CPC codes:
  • G06N20/00 (No explanation available): 1 patents
• Recent patents:
  • 20240078473. SYSTEMS AND METHODS FOR END-TO-END MACHINE LEARNING WITH AUTOMATED MACHINE LEARNING EXPLAINABLE ARTIFICIAL INTELLIGENCE simplified abstract (DATAWALK SPOLKA AKCYJNA) (20240307)

Kyndryl, Inc.

• Number of Explainable AI patents: 1
• Top CPC codes:
  • H04L41/5006 (No explanation available): 1 patents
  • H04L41/5009 (No explanation available): 1 patents
• Recent patents:
  • 20240064068. RISK MITIGATION IN SERVICE LEVEL AGREEMENTS simplified abstract (Kyndryl, Inc.) (20240222)

ELUCID BIOIMAGING INC.

• Number of Explainable AI patents: 1
• Top CPC codes:
  • G06V10/774 (No explanation available): 1 patents
  • A61B5/024 (No explanation available): 1 patents
  • G06T7/0012 (No explanation available): 1 patents
• Recent patents:
  • 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.) (20240509)

New Companies in Explainable AI (Last Month)

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No new companies detected in the last month.

Emerging Technology Areas in Explainable AI

• G06V2201/03 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06T2207/30104 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06T2207/30048 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06T2207/30016 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06T2207/20081 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G16H50/50 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06V20/70 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06T7/73 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• G06T7/0012 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)
• A61B5/024 (No explanation available)
  • Count: 1 patents
  • Example: 20240153252. STRUCTURED REPRESENTATIONS FOR INTERPRETABLE MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING simplified abstract (ELUCID BIOIMAGING INC.)

Top Companies in Emerging Explainable AI Technologies

• ELUCID BIOIMAGING INC.: 10 patents