Alexandru Niculescu-Mizil

USPTO Granted Patents = 13 (Patent Applications = 7)

Average Co-Inventor Count = 2.9

ph-index = 4

Forward Citations = 37(Granted Patents)

Company Filing History:

Nec Laboratories America, Inc.

patents

Years Active: 2014-2025

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13 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12430921 - Optimizing multi-camera multi-entity artificial intelligence tracking systems (2025-09-30),

2. 11763198 - Sensor contribution ranking (2023-09-19),

3. 11741712 - Multi-hop transformer for spatio-temporal reasoning and localization (2023-08-29),

4. 11494377 - Multi-detector probabilistic reasoning for natural language queries (2022-11-08),

5. 11120127 - Reconstruction-based anomaly detection (2021-09-14),

6. 11087452 - False alarm reduction system for automatic manufacturing quality control (2021-08-10),

7. 10964011 - Anomaly detection with predictive normalization (2021-03-30),

8. 10853937 - Unsupervised image-based anomaly detection using multi-scale context-dependent deep autoencoding gaussian mixture model (2020-12-01),

9. 10733722 - Reconstructor and contrastor for anomaly detection (2020-08-04),

10. 10593033 - Reconstructor and contrastor for medical anomaly detection (2020-03-17),

11. 10162879 - Label filters for large scale multi-label classification (2018-12-25),

12. 9449284 - Methods and systems for dependency network analysis using a multitask learning graphical lasso objective function (2016-09-20),

13. 8838508 - Two-stage multiple kernel learning method (2014-09-16),

Title: Innovations of Alexandru Niculescu-Mizil

Introduction

Alexandru Niculescu-Mizil is a prominent inventor based in Plainsboro, NJ (US), known for his contributions to artificial intelligence and cyber-physical systems. He holds a total of 13 patents, showcasing his innovative spirit and technical expertise in various fields.

Latest Patents

One of his latest patents focuses on optimizing multi-camera multi-entity artificial intelligence tracking systems. This invention involves systems and methods for enhancing the tracking of multiple entities through video feeds from various cameras. By employing an entity detection model and a re-identification model, visual and location information of entities can be obtained. The invention predicts likelihood scores that entity detections belong to an entity track, which can then be processed through combinatorial optimization to maximize overall tracking efficiency.

Another significant patent addresses sensor contribution ranking. This method detects and corrects anomalies in cyber-physical systems by classifying time series information from sensors. A similarity graph is created for each sensor based on the time series data, allowing for the selection of a relevant subset of sensors. Corrective actions are then prioritized based on this subset, ensuring effective anomaly management.

Career Highlights

Throughout his career, Alexandru has worked with notable companies such as NEC Corporation and NEC Laboratories America, Inc. His experience in these organizations has contributed to his development as an inventor and innovator in the technology sector.

Collaborations

Alexandru has collaborated with talented individuals in his field, including Eric Cosatto and Felix Wu. These partnerships have likely enriched his work and led to further advancements in his projects.

Conclusion

Alexandru Niculescu-Mizil's innovative contributions to artificial intelligence and cyber-physical systems demonstrate his significant impact on technology. His patents reflect a commitment to enhancing tracking systems and anomaly detection, showcasing his expertise and creativity in the field.

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