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For the Inventor, By the Inventor

Rio de Janeiro, Brazil

Adriana Bechara Prado

This inventor holds 36 USPTO granted patents and 11 published patent applications, primarily in Machine Learning. Top assignees: Emc IP Holding Company LLC, Dell Products Inc., Dell & Products L.p.. Active years: 2019-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Adriana Bechara Prado. Retrieved from https://idiyas.com/inventor/adriana-bechara-prado

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

USPTO Granted Patents = 36 

% Patents Active = 100.0

Average Co-Inventor Count = 3.4

ph-index = 5

Forward Citations = 69(Granted Patents)


Location History:

  • Rio de Janiero, BR (2021)
  • Niteroi, BR (2022)
  • Rio de Janeiro, BR (2019 - 2023)
  • Niterói, BR (2020 - 2024)

Company Filing History:

goldMedal17 out of 7,394 
 
Emc IP Holding Company LLC
 patents
silverMedal15 out of 15,009 
 
Dell Products Inc.
 patents
bronzeMedal2 out of 91 
 
Dell & Products L.p.
 patents
4. 2 out of 4,979 
 
Emc Corporation
 patents

Years Active: 2019-2026

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Areas of Expertise:
Anomaly Detection
Resource Allocation
Predictive Modeling
Telemetry Data
Federated Learning
Image Hashing
Data Lakes
Response Time Prediction
Software Code Reuse
Feature Extraction
Statistical Analysis
Content Planning
36 patents (USPTO):Explore Patents
1. 12725130 - Predicting device components for repair and/or replacement using artificial intelligence techniques (2026-09-01),
2. 12688073 - Adaptable response time prediction for storage systems under variable workloads (2026-07-21),
3. 12676875 - Leveraging global explanations on a restricted edge environment (2026-07-07),
4. 12651199 - Horizontal federated forest via secure aggregation (2026-06-09),
5. 12641101 - Exploring association rules to aid in the trackability of root causes of abnormal events and in the generation of more precise and concise explanations for anomaly detection techniques (2026-05-26),
6. 12620199 - Advanced image hashing for illegal image detection (2026-05-05),
7. 12585532 - Framework for selecting thresholds for anomaly detection models and generating quantitative explanations (2026-03-24),
8. 12561435 - Auditing classifier models with adversarially robust XAI committees (2026-02-24),
9. 12554994 - Vertical federated forest for diversity in machine learning (2026-02-17),
10. 12524574 - Defense against XAI adversarial attacks by detection of computational resource footprints (2026-01-13),
11. 12517937 - Semantic segmentation of data for information retrieval (2026-01-06),
12. 12495055 - Non-anonymized privacy preserving global and local anomaly detection in distributed systems (2025-12-09),
13. 12494036 - Detailed perturbative heatmap explanations (2025-12-09),
14. 12411751 - Hierarchical modeling approach for digital repair parts prediction (2025-09-09),
15. 12141705 - Decoding random forest problem solving through node labeling and subtree distributions (2024-11-12),

Title: **Adriana Bechara Prado: Innovator in Machine Learning and Storage Systems**

Introduction

Adriana Bechara Prado is a prominent inventor based in Rio de Janeiro, Brazil, known for her significant contributions to the fields of machine learning and storage systems. With a remarkable total of 22 patents to her name, her innovative work continues to influence technological advancements.

Latest Patents

Among her latest inventions, Adriana holds a patent titled "Decoding Random Forest Problem Solving Through Node Labeling and Subtree Distributions." This innovation addresses the complexities of random forests, a type of machine learning algorithm, by proposing a method for decoding problem-solving strategies through subtree identification and distribution analysis. This understanding aims to enhance the accuracy of outputs generated by such algorithms. Another noteworthy patent is the "Workload-Oriented Prediction of Response Times of Storage Systems." This invention utilizes telemetry data to create training examples that allow for the prediction of response times based on storage system characteristics and workload features, thereby improving the efficiency of storage systems.

Career Highlights

Adriana's professional journey includes significant roles at renowned companies such as EMC IP Holding Company LLC and Dell Products Inc. Her expertise in technology and innovation has earned her a reputation as a leading figure in her field.

Collaborations

Throughout her career, Adriana has collaborated with talented individuals, including Paulo Abelha Ferreira and Jonas Furtado Dias. These partnerships have enriched her work and contributed to her success as an inventor.

Conclusion

Adriana Bechara Prado stands out as an influential innovator in the realm of machine learning and storage systems. Her 22 patents reflect her dedication to advancing technology and solving complex problems. As she continues to innovate, her contributions will undoubtedly leave a lasting impact on the industry.

Profile summary based on public USPTO records.
Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]
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