Patents by Inventor XIAOXIANG MA

XIAOXIANG MA has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method and a system for feedback filtering in a machine learning model
    Patent number: 12566822
    Abstract: The present disclosure relates to a method and a system for filtering feedback on data labels in a machine learning model.
    Type: Grant
    Filed: February 21, 2025
    Date of Patent: March 3, 2026
    Assignee: Honeywell International Inc.
    Inventor: Xiaoxiang Ma
  • Applications of butyrolactone-I in preparing medicine for preventing neuroinflammation and/or memory and cognitive disorders
    Patent number: 12390443
    Abstract: Applications of butyrolactone-I in preparation of medicine for preventing aluminum-induced neuroinflammation and/or memory and cognitive disorder in zebrafish are provided. The applications have proven that at the animal level, butyrolactone-I may prevent aluminum-induced neuroinflammation and improve memory and cognitive disorder through the targets of antioxidation-inhibition of acetylcholinesterase activity-antiinflammation-regulation of intestinal flora disorder, and that butyrolactone-I may be used to prepare medicine for preventing aluminum-induced neuroinflammation and/or improving memory and cognitive disorder, thus providing a feasible scheme for preventing neurodegenerative diseases in clinical medicine.
    Type: Grant
    Filed: February 18, 2022
    Date of Patent: August 19, 2025
    Assignees: GUANDONG OCEAN UNIVERSITY, SHENZHEN INSTITUTE OF GUANGDONG OCEAN UNIVERSITY
    Inventors: Yi Zhang, Yingying Nie, Yayue Liu, Xiaoxiang Ma, Jinyue Liang, Yanmei Li, Yuan Wang, Zhiyou Yang, Yongping Zhang, Cai Song, Pengzhi Hong, Zhongji Qian
  • APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR TRAINING AND USING MACHINE LEARNING MODELS IN SPARSE DATA ENVIRONMENTS USING TRANSFORMED DATA SETS
    Publication number: 20240386314
    Abstract: Methods, apparatuses, and computer program products for generating predictions using machine learning model(s) are provided. For example, a computer-implemented method may include receiving raw historical data identifying historical value(s) corresponding to attribute value(s) of a set of ordered attribute values and transforming the raw historical data into parameter expanded data by, for each particular attribute value of the set of ordered attribute values, aggregating each of the historical value(s) that corresponds to the particular attribute value and each of the historical value(s) that corresponds to an attribute value that is greater than the particular attribute value. The machine learning model(s) are trained based on the parameter expanded data, which trained machine learning model(s) are used to generate the predictions.
    Type: Application
    Filed: May 16, 2023
    Publication date: November 21, 2024
    Inventors: Mitchell O'Brien, Andrew Harper, Himadri S. Pal, Xiaoxiang Ma
  • Applications of Butyrolactone-I in Preparing Medicine for Preventing Neuroinflammation and/or Memory and Cognitive Disorders
    Publication number: 20220249435
    Abstract: Applications of butyrolactone-I in preparation of medicine for preventing aluminum-induced neuroinflammation and/or memory and cognitive disorder in zebrafish are provided. The applications have proven that at the animal level, butyrolactone-I may prevent aluminum-induced neuroinflammation and improve memory and cognitive disorder through the targets of antioxidation-inhibition of acetylcholinesterase activity-antiinflammation-regulation of intestinal flora disorder, and that butyrolactone-I may be used to prepare medicine for preventing aluminum-induced neuroinflammation and/or improving memory and cognitive disorder, thus providing a feasible scheme for preventing neurodegenerative diseases in clinical medicine.
    Type: Application
    Filed: February 18, 2022
    Publication date: August 11, 2022
    Inventors: YI ZHANG, YINGYING NIE, YAYUE LIU, XIAOXIANG MA, JINYUE LIANG, YANMEI LI, YUAN WANG, ZHIYOU YANG, YONGPING ZHANG, CAI SONG, PENGZHI HONG, ZHONGJI QIAN