Natsuki Sano

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 13

Top Topics

Customer Segmentation

Feature Engineering

Top Venues

Rev. Socionetwork Strateg.

Publications

Natsuki Sano
Utility and Risk Evaluation of Synthetic Data by Orthogonal Transformation. Rev. Socionetwork Strateg. 16 (1) (2022)
Zne-Jung Lee, Chou-Yuan Lee, Li-Yun Chang, Natsuki Sano
Clustering and Classification Based on Distributed Automatic Feature Engineering for Customer Segmentation. Symmetry 13 (9) (2021)
Natsuki Sano
Synthetic Data by Principal Component Analysis. ICDM (Workshops) (2020)
Natsuki Sano, Yuta Hattori
Utility Evaluation Measures for Categorical Data by Classification Performance. ICDM Workshops (2019)
Bin-Yu Peng, So-Tsung Chou, Chou-Yuan Lee, Kuo-Chung Chu, Natsuki Sano, Zne-Jung Lee
An integrated analytics model applied to power consumption. ICACI (2018)
Natsuki Sano, Fuminori Kimura
Estimation of customer questionnaire responses from purchase transaction data using canonical correlation analysis. KES (2017)
Natsuki Sano, Yuki Mori, Tomomichi Suzuki
Defect Detection Using Unanimous Vote Among Mahalanobis Classifiers for Each Color Component. Rev. Socionetwork Strateg. 11 (2) (2017)
Natsuki Sano, Tomomichi Suzuki
Efficient hyper parameter selection for support vector regression using orthogonal array. Int. J. Comput. Intell. Stud. 6 (1) (2017)
Natsuki Sano, Reo Tsutsui, Katsutoshi Yada, Tomomichi Suzuki
Clustering of Customer Shopping Paths in Japanese Grocery Stores. KES (2016)
Natsuki Sano
Estimation of customer behaviour in sales areas in a supermarket using a hidden Markov model. Int. J. Knowl. Eng. Soft Data Paradigms 5 (2) (2016)
Natsuki Sano, Yuki Mori, Tomomichi Suzuki
Defect detection using two-dimensional moving range filter and unanimous vote among color component classifiers. MISNC (2016)
Natsuki Sano, Natsumi Machino, Katsutoshi Yada, Tomomichi Suzuki
Recommendation System for Grocery Store Considering Data Sparsity. KES (2015)
Natsuki Sano, Katsutoshi Yada
The influence of sales areas and bargain sales on customer behavior in a grocery store. Neural Comput. Appl. 26 (2) (2015)
Natsuki Sano, Syusuke Tamura, Katsutoshi Yada, Tomomichi Suzuki
Evaluation of Price Elasticity and Brand Loyalty in Milk Products. KES (2014)
Natsuki Sano, Katsutoshi Yada, Tomomichi Suzuki
Category evaluation method for business intelligence using a hierarchical Bayes model. ICCI*CC (2014)
Natsuki Sano, Kaori Higashinaka, Tomomichi Suzuki
Efficient parameter selection for Support Vector Regression using orthogonal array. SMC (2014)
Natsuki Sano, Tomomichi Suzuki
Evaluation of Discount Effects Using Poisson Regression Based on Interaction Effects between Bargain Scale and Product Category. ICDM Workshops (2013)
Natsuki Sano, Katsutoshi Yada
Determining the share of product categories on discount flyers based on the interaction effect between bargain scale and sales area. ICCI*CC (2013)
Natsuki Sano, Katsutoshi Yada
The Inuence of Sales Areas and Bargain Sales on Customer Behavior in the Grocery Store. KES (2012)
Katsutoshi Yada, Natsuki Sano
Customer Behavior Modelling Using Radio Frequency Identification Data and the Hidden Markov Model. SRII Global Conference (2012)