Katsutoshi Yada

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 23

Top Topics

Variable Selection

Statistical Learning

Purchase Behavior

Top Venues

Publications

Licheng Zhao, Yi Zuo, Katsutoshi Yada
Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks. Adv. Data Anal. Classif. 17 (3) (2023)
Akinori Abe, Naohiro Matsumura, Katsutoshi Yada
Selected Papers from the 35th JSAI Annual Meeting. New Gener. Comput. 40 (1) (2022)
Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada
Temporal Data Mining in AI-based Patient Navigation Service. Big Data (2022)
Meijun Liu, Licheng Zhao, Fengmei Sun, Weizheng Zhao, Yi Zuo, Katsutoshi Yada
Customer Behavior Analysis and Classification Based on Process Mining. SMC (2021)
Licheng Zhao, Yi Zuo, Katsutoshi Yada, Meijun Liu
Application of Long Short-term Memory Based Neural Network for Classification of Customer Behavior. SMC (2021)
Bo Wu, Yi Sun, Katsutoshi Yada
Short-term Impact of Item-based Loyalty Program on Customer Purchase Behaviors. Rev. Socionetwork Strateg. 14 (2) (2020)
Katsutoshi Yada, Ken Ishibashi, Taku Ohashi, Danhua Wang, Shusaku Tsumoto
How Shoppers Walk and Shop in a Supermarket. ICDM (Workshops) (2020)
Hongen Gu, Katsutoshi Yada
The impact of self-control on search behavior. KES (2019)
Marina Kholod, Peter Golubtsov, Arthur Varlamov, Svyatoslav Filatov, Katsutoshi Yada
Modeling Customers Speed of Movement from POS- and RFID-Data. KES-IDT (2) (2019)
Ken Ishibashi, Chen Xiao, Katsutoshi Yada
Study of the Effects of Visual Complexity and Consumer Experience on Visual Attention and Purchase Behavior through the Use of Eye Tracking. IEEE BigData (2019)
Zhenyu Wang, Yi Zuo, Tieshan Li, C. L. Philip Chen, Katsutoshi Yada
Analysis of Customer Segmentation Based on Broad Learning System. SPAC (2019)
Ken Ishibashi, Katsutoshi Yada
Analysis of social influence on in-store purchase behavior by using ecological system of ants. KES (2019)
Yuta Kaneko, Katsutoshi Yada, Wataru Ihara, Ryunosuke Odagiri
How Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time Since Last Consumption in the Mobile Game World. ICDM Workshops (2018)
Bo Wu, Yi Sun, Katsutoshi Yada
The Short-Term Impact of an Item-Based Loyalty Program. SMC (2018)
Xi Zhong, Ken Ishibashi, Katsutoshi Yada
An Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase Behavior. SMC (2018)
Yi Zuo, Katsutoshi Yada, Tieshan Li, Philip Chen
Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket. SMC (2018)
Wai Tik So, Katsutoshi Yada
A Framework of Recommendation System Based on In-store Behavior. MISNC (2017)
Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada
The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship. KES (2017)
Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada
Model selection for financial statement analysis: Comparison of models developed by using data mining technique. SMC (2017)
Natsuki Sano, Reo Tsutsui, Katsutoshi Yada, Tomomichi Suzuki
Clustering of Customer Shopping Paths in Japanese Grocery Stores. KES (2016)
Yuta Kaneko, Katsutoshi Yada
A Deep Learning Approach for the Prediction of Retail Store Sales. ICDM Workshops (2016)
Yuta Kaneko, Katsutoshi Yada
Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket. KES (2016)
Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada
Model Selection for Financial Statement Analysis: Variable Selection with Data Mining Technique. KES (2016)
Yi Zuo, Katsutoshi Yada, Eisuke Kita
A Bayesian Network Approach for Predicting Purchase Behavior via Direct Observation of In-store Behavior. AMBN@JSAI-isAI (2015)
Zhen Li, Katsutoshi Yada
Why do Retailers End Price Promotions: A Study on Duration and Profit Effects of Promotion. ICDM Workshops (2015)
Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada
Visualization System for Shopping Path. KES (2015)
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)
Ken Ishibashi, Kei Miyazaki, Katsutoshi Yada
Verification of Effect on Next Purchase When Many Vice Category Products are Brought. KES (2015)
Natsuki Sano, Syusuke Tamura, Katsutoshi Yada, Tomomichi Suzuki
Evaluation of Price Elasticity and Brand Loyalty in Milk Products. KES (2014)
Yi Zuo, Katsutoshi Yada
Using Bayesian network for purchase behavior prediction from RFID data. SMC (2014)
Natsuki Sano, Katsutoshi Yada, Tomomichi Suzuki
Category evaluation method for business intelligence using a hierarchical Bayes model. ICCI*CC (2014)
Yi Zuo, A. B. M. Shawkat Ali, Katsutoshi Yada
Consumer Purchasing Behavior Extraction Using Statistical Learning Theory. KES (2014)
Yi Zuo, Katsutoshi Yada
Application of Bayesian Network Sheds Light on Purchase Decision Process Basing on RFID Technology. 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)
Keiji Takai, Katsutoshi Yada
A framework for analysis of the effect of time on shopping behavior. J. Intell. Inf. Syst. 41 (1) (2013)
Marina Kholod, Katsutoshi Yada
An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan. KES (2012)
Takanobu Nakahara, Katsutoshi Yada
Analyzing consumers' shopping behavior using RFID data and pattern mining. Adv. Data Anal. Classif. 6 (4) (2012)
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)
Katsutoshi Yada
String analysis technique for shopping path in a supermarket. J. Intell. Inf. Syst. 36 (3) (2011)
Keiji Takai, Katsutoshi Yada
Finding latent groups of customers via the poisson mixture regression model. SMC (2011)
Shinya Miyazaki, Takashi Washio, Katsutoshi Yada
Analysis of Residence Time in Shopping Using RFID Data - An Application of the Kernel Density Estimation to RFID. ICDM Workshops (2011)
Xiaojun Ding, Katsutoshi Yada
Shopping Path Modeling Using a Transition Matrix Compression Algorithm. ISMIS Industrial Session (2011)
Marina Kholod, Keiji Takai, Katsutoshi Yada
Clockwise and Anti-clockwise Directions of Customer Orientation in a Supermarket: Evidence from RFID Data. KES (3) (2011)
Takanobu Nakahara, Katsutoshi Yada
Extraction of Customer Potential Value Using Unpurchased Items and In-Store Movements. KES (3) (2011)
Katsutoshi Yada, Kohei Ichikawa
Decision support system for policy making during a financial crisis. GrC (2011)
Takanobu Nakahara, Katsutoshi Yada
Evaluation of the Shopping Path to Distinguish Customers Using a RFID Dataset. Int. J. Organ. Collect. Intell. 2 (4) (2011)
Marina Kholod, Takanobu Nakahara, Haruka Azuma, Katsutoshi Yada
The Influence of Shopping Path Length on Purchase Behavior in Grocery Store. KES (3) (2010)
Yukio Ohsawa, Katsutoshi Yada
International Workshop on Innovating Service Systems. JSAI-isAI Workshops (2010)
Takanobu Nakahara, Takeaki Uno, Katsutoshi Yada
Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence. KES (3) (2010)
Keiji Takai, Katsutoshi Yada
Relation between Stay-Time and Purchase Probability Based on RFID Data in a Japanese Supermarket. KES (3) (2010)
Katsutoshi Yada, Takashi Washio, Yasuharu Ukai
Modelling deposit outflow in financial crises: application to branch management and customer relationship management. Int. J. Adv. Intell. Paradigms 2 (2/3) (2010)
Kohei Ichikawa, Katsutoshi Yada, Takashi Washio
Development of Data Mining Platform MUSASHI Towards Service Computing. GrC (2010)
Katsutoshi Yada, Takashi Washio, Yasuharu Ukai, Hisao Nagaoka
Modeling Bank Runs in Financial Crises. Rev. Socionetwork Strateg. 3 (1) (2009)
Kohei Ichikawa, Katsutoshi Yada, Namiko Nakachi, Takashi Washio
Optimization of Budget Allocation for TV Advertising. KES (2) (2009)
Yukio Ohsawa, Katsutoshi Yada
Special issue on chance discovery - Discovery of significant events for decision making. Inf. Sci. 179 (11) (2009)
Katsutoshi Yada
Character String Analysis and Customer Path in Stream Data. ICDM Workshops (2008)
Kosuke Ohno, Katsutoshi Yada
Pricing system for seeking optimal prices in the diet foods market. SMC (2008)
Katsutoshi Yada, Takashi Washio, Yasuharu Ukai, Hisao Nagaoka
A Bank Run Model in Financial Crises. KES (2) (2008)
Katsutoshi Yada
CODIRO: A New System for Obtaining Data Concerning Consumer Behavior Based on Data Factors of High Interest Determined by the Analyst. Soft Comput. 11 (8) (2007)
Katsutoshi Yada
Lessons learned from a case study on process data management. SMC (2007)
Katsutoshi Yada, Edward Hak-Sing Ip, Naoki Katoh
Is this brand ephemeral? A multivariate tree-based decision analysis of new product sustainability. Decis. Support Syst. 44 (1) (2007)
Wataru Sunayama, Katsutoshi Yada
The River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation Logs. ICDM Workshops (2006)
Katsutoshi Yada, Kosuke Ohno
Knowledge Discovery from Click Stream Data and Effective Site Management. JSAI (2006)
Takashi Washio, Yasuo Shinnou, Katsutoshi Yada, Hiroshi Motoda, Takashi Okada
Analysis on a Relation Between Enterprise Profit and Financial State by Using Data Mining Techniques. JSAI (2006)
Katsutoshi Yada, Kosuke Ohno
The Practice of an Optimal Pricing Strategy for Maximizing Store Profits Using PRISM. SMC (2006)
Katsutoshi Yada, Kosuke Ohno
The Process of the Effective Pricing Strategy Using PRISM. JCIS (2006)
Katsutoshi Yada, Naohiro Matsumura
Knowledge Discovery from the structure of Persuasive Communication. SMC (2006)
Katsutoshi Yada, Yukinobu Hamuro, Naoki Katoh, Kazuhiro Kishiya
The Future Direction of New Computing Environment for Exabyte Data in the Business World. SAINT Workshops (2005)
Katsutoshi Yada
CODIRO: A new system for obtaining data concerning consumer behavior based on data factors of high interest determined by the analyst. WSTST (2005)
Kohei Yamamoto, Katsutoshi Yada
Optimum Pricing Strategy for Maximization of Profits and Chance Discovery. KES (1) (2005)
Katsutoshi Yada, Hiroshi Motoda, Takashi Washio, Asuka Miyawaki
Consumer Behavior Analysis by Graph Mining Technique. KES (2004)
Katsutoshi Yada, Yukinobu Hamuro, Naoki Katoh, Takashi Washio, Issey Fusamoto, Daisuke Fujishima, Takaya Ikeda
Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI. Active Mining (2003)
Naoki Katoh, Katsutoshi Yada, Yukinobu Hamuro
Business Application for Sales Transaction Data by Using Genome Analysis Technology. Discovery Science (2003)
Yukinobu Hamuro, Hideki Kawata, Naoki Katoh, Katsutoshi Yada
A Machine Learning Algorithm for Analyzing String Patterns Helps to Discover Simple and Interpretable Business Rules from Purchase History. Progress in Discovery Science (2002)
Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada
Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior. Discovery Science (2000)
Katsuki Fujisawa, Yukinobu Hamuro, Naoki Katoh, Takeshi Tokuyama, Katsutoshi Yada
Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite Programming. Discovery Science (1999)
Yukinobu Hamuro, Naoki Katoh, Yasuyuki Matsuda, Katsutoshi Yada
Mining Pharmacy Data Helps to Make Profits. Data Min. Knowl. Discov. 2 (4) (1998)
Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada
Data Mining Oriented System for Business Applications. Discovery Science (1998)