Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …

Information exploration systems and method

KB Thompson, MS Sommer - US Patent 7,676,463, 2010 - Google Patents
Disclosed information exploration system and method embodiments operate on a document
set to determine a docu ment cluster hierarchy. An exclusionary phrase index is deter mined …

Insight and algorithmic clustering for automated synthesis

G Swamy - US Patent 9,336,302, 2016 - Google Patents
(52) US Cl. CPC...... G06F 17/3071 (2013.01); G06F 17/30306 (2013.01); G06F 17/30648
(2013.01) A decision Support system and method, which receives user inputs comprising: at …

Method for efficiently building compact models for large multi-class text classification

SK Selvaraj, D Pavlov, SJ Gaffney… - US Patent App. 12 …, 2009 - Google Patents
(57) ABSTRACT A method of classifying documents includes: specifying mul tiple
documents and classes, wherein each document includes a plurality of features and each …

Clustering and classification of multimedia data

C Acharya, K Purang, T Ohwa, M Plutowski… - US Patent …, 2010 - Google Patents
Records including category data is clustered by representing the data as a plurality of
clusters, and generating a hierarchy of clusters based on the clusters. Records including …

Robust feature matching for visual search

S Vaddadi, OC Hamsici, Y Reznik, JH Hong… - US Patent …, 2015 - Google Patents
Techniques are disclosed for performing robust feature matching for visual search. An
apparatus comprising an interface and a feature matching unit may implement these …

Risk assessment rule set application for fraud prevention

F Liu, N Hilgers, M Nelsen, K Siegel, C Brown… - US Patent …, 2014 - Google Patents
US8924279B2 - Risk assessment rule set application for fraud prevention - Google Patents
US8924279B2 - Risk assessment rule set application for fraud prevention - Google Patents …

Scoring transactional fraud using features of transaction payment relationship graphs

SN Chari, TA Habeck, CJ Jonker, F Jördens… - US Patent App. 14 …, 2016 - Google Patents
Identifying fraudulent transactions is provided. Transactions data corresponding to a plurality
of transactions between accounts are obtained from one or more different transaction …

Similar document detection and electronic discovery

M Sperling, R Jin, I Rayvych, J Li, J Yi - US Patent 9,208,219, 2015 - Google Patents
Abstract Systems and methods are disclosed for performing duplicate document analyses to
identify texturally identical or similar documents, which may be electronic documents stored …

Pivoting from a graph of semantic similarity of documents to a derivative graph of relationships between entities mentioned in the documents

D Smith, RA Tacchi - US Patent 10,824,813, 2020 - Google Patents
Provided is a process including: sampling of nodes of a first graph; and forming a second
graph comprising nodes, each of which corresponds to at least one entity mentioned in …