Topic Models Regularization and Initialization for Regression Problems

Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications ◽

10.1145/2809936.2809940 ◽

2015 ◽

Author(s):

Evgeny Sokolov ◽

Lev Bogolubsky

Keyword(s):

Topic Models ◽

Regression Problems

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Using Topic Models to Extrapolate Subjective Ratings for Psycholinguistic Variables

PsycEXTRA Dataset ◽

10.1037/e505772014-226 ◽

2013 ◽

Author(s):

Pawel Mandera ◽

Emmanuel Keuleers ◽

Marc Brysbaert

Keyword(s):

Topic Models ◽

Subjective Ratings ◽

Psycholinguistic Variables

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Descending Kernel Track of Static and Dynamic Topic Models in Topic Tracking

Journal of Software ◽

10.3724/sp.j.1001.2012.04045 ◽

2012 ◽

Vol 23 (5) ◽

pp. 1100-1119 ◽

Author(s):

Yu HONG ◽

Yu CANG ◽

Jian-Min YAO ◽

Guo-Dong ZHOU ◽

Qiao-Ming ZHU

Keyword(s):

Topic Models ◽

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Supervising topic models with Gaussian processes

Pattern Recognition ◽

10.1016/j.patcog.2017.12.019 ◽

2018 ◽

Vol 77 ◽

pp. 226-236 ◽

Author(s):

Melih Kandemir ◽

Taygun Kekeç ◽

Reyyan Yeniterzi

Keyword(s):

Gaussian Processes ◽

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Monitoring the Perception of Covid-19 Vaccine using Topic Models

2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom) ◽

10.1109/ispa-bdcloud-socialcom-sustaincom51426.2020.00134 ◽

2020 ◽

Author(s):

Swapna S. Gokhale

Keyword(s):

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An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems

Neural Processing Letters ◽

10.1007/s11063-021-10538-2 ◽

2021 ◽

Author(s):

Delara Karbasi ◽

Alireza Nazemi ◽

Mohammad Reza Rabiei

Keyword(s):

Optimization Technique ◽

Fuzzy Regression ◽

Regression Problems

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K-Means clustering based Extreme Learning ANFIS with improved interpretability for regression problems

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106750 ◽

2021 ◽

Vol 215 ◽

pp. 106750

Author(s):

C.P. Pramod ◽

G.N. Pillai

Keyword(s):

Regression Problems

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Projection neural network for a class of sparse regression problems with cardinality penalty

Neurocomputing ◽

10.1016/j.neucom.2020.12.045 ◽

2021 ◽

Vol 431 ◽

pp. 188-200

Author(s):

Wenjing Li ◽

Wei Bian

Keyword(s):

Neural Network ◽

Sparse Regression ◽

Regression Problems ◽

Projection Neural Network

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Expert-Informed Topic Models for Document Set Discovery

Communication Methods and Measures ◽

10.1080/19312458.2021.1920008 ◽

2021 ◽

pp. 1-20

Author(s):

Eike Mark Rinke ◽

Timo Dobbrick ◽

Charlotte Löb ◽

Cäcilia Zirn ◽

Hartmut Wessler

Keyword(s):

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Using topic models with browsing history in hybrid collaborative filtering recommender system: Experiments with user ratings

International Journal of Information Management Data Insights ◽

10.1016/j.jjimei.2021.100027 ◽

2021 ◽

Vol 1 (2) ◽

pp. 100027

Author(s):

Dixon Prem Daniel Rajendran ◽

Rangaraja P Sundarraj

Keyword(s):

Collaborative Filtering ◽

Recommender System ◽

Topic Models ◽

Hybrid Collaborative Filtering ◽

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Facial expression recognition by correlated Topic Models and Bayes modeling

2015 International Conference on Image and Vision Computing New Zealand (IVCNZ) ◽

10.1109/ivcnz.2015.7761546 ◽

2015 ◽

Author(s):

Kwok-Ping Chan ◽

Xinxin Zhan ◽

Jiali Wang

Keyword(s):

Facial Expression ◽

Facial Expression Recognition ◽

Topic Models ◽

Expression Recognition

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