49 citations · 97 across the 6 of their papers we have counts for
6 papers
Hybrid Fuzzy-ART based K-Means Clustering Methodology to Cellular Manufacturing Using Operational Time
Sourav Sengupta, Tamal Ghosh, Pranab K Dan +1
This paper presents a new hybrid Fuzzy-ART based K-Means Clustering technique to solve the part machine grouping problem in cellular manufacturing systems considering operational t…
Principal component analysis and self organizing map for visual clustering of machine-part cell formation in cellular manufacturing system
Manojit Chattopadhyay, Pranab K. Dan, Sitanath Majumdar
The present paper attempts to generate visual clustering and data extraction of cell formation problem using both principal component analysis (PCA) and self organizing map (SOM) f…
Application of Visual Clustering Properties of Self Organizing Map in Machine-part Cell Formation
Manojit Chattopadhyay, Pranab K. Dan, Sitanath Majumdar
Cellular manufacturing (CM) is an approach that includes both flexibility of job shops and high production rate of flow lines. Although CM provides many benefits in reducing throug…
Machine-Part cell formation through visual decipherable clustering of Self Organizing Map
Manojit Chattopadhyay, Surajit Chattopadhyay, Pranab K. Dan
Machine-part cell formation is used in cellular manufacturing in order to process a large variety, quality, lower work in process levels, reducing manufacturing lead-time and custo…
Neural Network Influence in Group Technology: A Chronological Survey and Critical Analysis
Sourav Sengupta, Tamal Ghosh, Pranab K Dan +1
This article portrays a chronological review of the influence of Artificial Neural Network in group technology applications in the vicinity of Cellular Manufacturing Systems. The r…
A Soft Computing technique in rainfall forecasting
Surajit Chattopadhyay, Manojit Chattopadhyay
Soft Computing techniques have opened up new avenues to the forecasters of complex systems. Atmosphere is a complex system and all the atmospheric parameters carry different degree…