Katsutoshi Yada

According to our database, Katsutoshi Yada authored at least 80 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks.

Licheng Zhao, Yi Zuo, Katsutoshi Yada

Adv. Data Anal. Classif., September, 2023

2022

Selected Papers from the 35th JSAI Annual Meeting.

Akinori Abe, Naohiro Matsumura, Katsutoshi Yada

New Gener. Comput., 2022

Temporal Data Mining in AI-based Patient Navigation Service.

Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Application of Long Short-term Memory Based Neural Network for Classification of Customer Behavior.

Licheng Zhao, Yi Zuo, Katsutoshi Yada, Meijun Liu

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Customer Behavior Analysis and Classification Based on Process Mining.

Meijun Liu, Licheng Zhao, Fengmei Sun, Weizheng Zhao, Yi Zuo, Katsutoshi Yada

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

Short-term Impact of Item-based Loyalty Program on Customer Purchase Behaviors.

Bo Wu, Yi Sun, Katsutoshi Yada

Rev. Socionetwork Strateg., 2020

How Shoppers Walk and Shop in a Supermarket.

Katsutoshi Yada, Ken Ishibashi, Taku Ohashi, Danhua Wang, Shusaku Tsumoto

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

Analysis of Customer Segmentation Based on Broad Learning System.

Zhenyu Wang, Yi Zuo, Tieshan Li, C. L. Philip Chen, Katsutoshi Yada

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2019

Modeling Customers Speed of Movement from POS- and RFID-Data.

Marina Kholod, Peter Golubtsov, Arthur Varlamov, Svyatoslav Filatov, Katsutoshi Yada

Proceedings of the Intelligent Decision Technologies 2019, 2019

Analysis of social influence on in-store purchase behavior by using ecological system of ants.

Ken Ishibashi, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

The impact of self-control on search behavior.

Hongen Gu, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Study of the Effects of Visual Complexity and Consumer Experience on Visual Attention and Purchase Behavior through the Use of Eye Tracking.

Ken Ishibashi, Chen Xiao, Katsutoshi Yada

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket.

Yi Zuo, Katsutoshi Yada, Tieshan Li, Philip Chen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

An Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase Behavior.

Xi Zhong, Ken Ishibashi, Katsutoshi Yada

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

The Short-Term Impact of an Item-Based Loyalty Program.

Bo Wu, Yi Sun, Katsutoshi Yada

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

How Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time Since Last Consumption in the Mobile Game World.

Yuta Kaneko, Katsutoshi Yada, Wataru Ihara, Ryunosuke Odagiri

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Model selection for financial statement analysis: Comparison of models developed by using data mining technique.

Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A Framework of Recommendation System Based on In-store Behavior.

Wai Tik So, Katsutoshi Yada

Proceedings of the 4th Multidisciplinary International Social Networks Conference, 2017

The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship.

Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

2016

Clustering of Customer Shopping Paths in Japanese Grocery Stores.

Natsuki Sano, Reo Tsutsui, Katsutoshi Yada, Tomomichi Suzuki

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket.

Yuta Kaneko, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Model Selection for Financial Statement Analysis: Variable Selection with Data Mining Technique.

Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

A Deep Learning Approach for the Prediction of Retail Store Sales.

Yuta Kaneko, Katsutoshi Yada

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

The influence of sales areas and bargain sales on customer behavior in a grocery store.

Natsuki Sano, Katsutoshi Yada

Neural Comput. Appl., 2015

Recommendation System for Grocery Store Considering Data Sparsity.

Natsuki Sano, Natsumi Machino, Katsutoshi Yada, Tomomichi Suzuki

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Visualization System for Shopping Path.

Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Verification of Effect on Next Purchase When Many Vice Category Products are Brought.

Ken Ishibashi, Kei Miyazaki, Katsutoshi Yada

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

A Bayesian Network Approach for Predicting Purchase Behavior via Direct Observation of In-store Behavior.

Yi Zuo, Katsutoshi Yada, Eisuke Kita

Proceedings of the Advanced Methodologies for Bayesian Networks, 2015

Why do Retailers End Price Promotions: A Study on Duration and Profit Effects of Promotion.

Zhen Li, Katsutoshi Yada

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Using Bayesian network for purchase behavior prediction from RFID data.

Yi Zuo, Katsutoshi Yada

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Consumer Purchasing Behavior Extraction Using Statistical Learning Theory.

Yi Zuo, A. B. M. Shawkat Ali, Katsutoshi Yada

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Evaluation of Price Elasticity and Brand Loyalty in Milk Products.

Natsuki Sano, Syusuke Tamura, Katsutoshi Yada, Tomomichi Suzuki

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Category evaluation method for business intelligence using a hierarchical Bayes model.

Natsuki Sano, Katsutoshi Yada, Tomomichi Suzuki

Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013

A framework for analysis of the effect of time on shopping behavior.

Keiji Takai, Katsutoshi Yada

J. Intell. Inf. Syst., 2013

Application of Bayesian Network Sheds Light on Purchase Decision Process Basing on RFID Technology.

Yi Zuo, Katsutoshi Yada

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Determining the share of product categories on discount flyers based on the interaction effect between bargain scale and sales area.

Natsuki Sano, Katsutoshi Yada

Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012

Analyzing consumers' shopping behavior using RFID data and pattern mining.

Takanobu Nakahara, Katsutoshi Yada

Adv. Data Anal. Classif., 2012

Customer Behavior Modelling Using Radio Frequency Identification Data and the Hidden Markov Model.

Katsutoshi Yada, Natsuki Sano

Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

The Inuence of Sales Areas and Bargain Sales on Customer Behavior in the Grocery Store.

Natsuki Sano, Katsutoshi Yada

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan.

Marina Kholod, Katsutoshi Yada

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011

String analysis technique for shopping path in a supermarket.

Katsutoshi Yada

J. Intell. Inf. Syst., 2011

Evaluation of the Shopping Path to Distinguish Customers Using a RFID Dataset.

Takanobu Nakahara, Katsutoshi Yada

Int. J. Organ. Collect. Intell., 2011

Finding latent groups of customers via the poisson mixture regression model.

Keiji Takai, Katsutoshi Yada

Proceedings of the IEEE International Conference on Systems, 2011

Extraction of Customer Potential Value Using Unpurchased Items and In-Store Movements.

Takanobu Nakahara, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Clockwise and Anti-clockwise Directions of Customer Orientation in a Supermarket: Evidence from RFID Data.

Marina Kholod, Keiji Takai, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Shopping Path Modeling Using a Transition Matrix Compression Algorithm.

Xiaojun Ding, Katsutoshi Yada

Proceedings of the Emerging Intelligent Technologies in Industry, 2011

Analysis of Residence Time in Shopping Using RFID Data - An Application of the Kernel Density Estimation to RFID.

Shinya Miyazaki, Takashi Washio, Katsutoshi Yada

Proceedings of the Data Mining Workshops (ICDMW), 2011

Decision support system for policy making during a financial crisis.

Katsutoshi Yada, Kohei Ichikawa

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

2010

Modelling deposit outflow in financial crises: application to branch management and customer relationship management.

Katsutoshi Yada, Takashi Washio, Yasuharu Ukai

Int. J. Adv. Intell. Paradigms, 2010

Relation between Stay-Time and Purchase Probability Based on RFID Data in a Japanese Supermarket.

Keiji Takai, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence.

Takanobu Nakahara, Takeaki Uno, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

The Influence of Shopping Path Length on Purchase Behavior in Grocery Store.

Marina Kholod, Takanobu Nakahara, Haruka Azuma, Katsutoshi Yada

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

International Workshop on Innovating Service Systems.

Yukio Ohsawa, Katsutoshi Yada

Proceedings of the New Frontiers in Artificial Intelligence, 2010

Development of Data Mining Platform MUSASHI Towards Service Computing.

Kohei Ichikawa, Katsutoshi Yada, Takashi Washio

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

2009

Modeling Bank Runs in Financial Crises.

Katsutoshi Yada, Takashi Washio, Yasuharu Ukai, Hisao Nagaoka

Rev. Socionetwork Strateg., 2009

Special issue on chance discovery - Discovery of significant events for decision making.

Yukio Ohsawa, Katsutoshi Yada

Inf. Sci., 2009

Optimization of Budget Allocation for TV Advertising.

Kohei Ichikawa, Katsutoshi Yada, Namiko Nakachi, Takashi Washio

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

2008

Pricing system for seeking optimal prices in the diet foods market.

Kosuke Ohno, Katsutoshi Yada

Proceedings of the IEEE International Conference on Systems, 2008

A Bank Run Model in Financial Crises.

Katsutoshi Yada, Takashi Washio, Yasuharu Ukai, Hisao Nagaoka

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Character String Analysis and Customer Path in Stream Data.

Katsutoshi Yada

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

CODIRO: A New System for Obtaining Data Concerning Consumer Behavior Based on Data Factors of High Interest Determined by the Analyst.

Katsutoshi Yada

Soft Comput., 2007

Is this brand ephemeral? A multivariate tree-based decision analysis of new product sustainability.

Katsutoshi Yada, Edward Hak-Sing Ip, Naoki Katoh

Decis. Support Syst., 2007

Lessons learned from a case study on process data management.

Katsutoshi Yada

Proceedings of the IEEE International Conference on Systems, 2007

2006

The Structure of Scenario Communication and Chance Discovery.

Katsutoshi Yada

Proceedings of the Chance Discoveries in Real World Decision Making: Data-based Interaction of Human Intelligence and Artificial Intelligence, 2006

The Practice of an Optimal Pricing Strategy for Maximizing Store Profits Using PRISM.

Katsutoshi Yada, Kosuke Ohno

Proceedings of the IEEE International Conference on Systems, 2006

Knowledge Discovery from the structure of Persuasive Communication.

Katsutoshi Yada, Naohiro Matsumura

Proceedings of the IEEE International Conference on Systems, 2006

Knowledge Discovery from Click Stream Data and Effective Site Management.

Katsutoshi Yada, Kosuke Ohno

Proceedings of the New Frontiers in Artificial Intelligence, 2006

Analysis on a Relation Between Enterprise Profit and Financial State by Using Data Mining Techniques.

Takashi Washio, Yasuo Shinnou, Katsutoshi Yada, Hiroshi Motoda, Takashi Okada

Proceedings of the New Frontiers in Artificial Intelligence, 2006

The Process of the Effective Pricing Strategy Using PRISM.

Katsutoshi Yada, Kosuke Ohno

Proceedings of the 2006 Joint Conference on Information Sciences, 2006

The River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation Logs.

Wataru Sunayama, Katsutoshi Yada

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

The Future Direction of New Computing Environment for Exabyte Data in the Business World.

Katsutoshi Yada, Yukinobu Hamuro, Naoki Katoh, Kazuhiro Kishiya

Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005

Optimum Pricing Strategy for Maximization of Profits and Chance Discovery.

Kohei Yamamoto, Katsutoshi Yada

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

2004

Consumer Behavior Analysis by Graph Mining Technique.

Katsutoshi Yada, Hiroshi Motoda, Takashi Washio, Asuka Miyawaki

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003

Business Application for Sales Transaction Data by Using Genome Analysis Technology.

Naoki Katoh, Katsutoshi Yada, Yukinobu Hamuro

Proceedings of the Discovery Science, 6th International Conference, 2003

Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI.

Katsutoshi Yada, Yukinobu Hamuro, Naoki Katoh, Takashi Washio, Issey Fusamoto, Daisuke Fujishima, Takaya Ikeda

Proceedings of the Active Mining, Second International Workshop, 2003

2002

A Machine Learning Algorithm for Analyzing String Patterns Helps to Discover Simple and Interpretable Business Rules from Purchase History.

Yukinobu Hamuro, Hideki Kawata, Naoki Katoh, Katsutoshi Yada

Proceedings of the Progress in Discovery Science, 2002

2000

Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior.

Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada

Proceedings of the Discovery Science, 2000

1999

Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite Programming.

Katsuki Fujisawa, Yukinobu Hamuro, Naoki Katoh, Takeshi Tokuyama, Katsutoshi Yada

Proceedings of the Discovery Science, 1999

1998

Mining Pharmacy Data Helps to Make Profits.

Yukinobu Hamuro, Naoki Katoh, Yasuyuki Matsuda, Katsutoshi Yada

Data Min. Knowl. Discov., 1998

Data Mining Oriented System for Business Applications.

Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada

Proceedings of the Discovery Science, 1998