November 30, 2025 In Data Science Data Science and Buddhism: From the “Ugly Duckling Theorem” to Emptiness, Provisionality, and the Middle Way The pioneering research that shaped today’s “data science” can be traced back to pattern recognition studies of the 1960s. In Japan, that era saw the development of machines capable of… Read More
October 16, 2025 In 未分類 The Value of Human–AI Interfaces in the Age of AGI Why Meaning-Based Interaction Becomes Even More Essential When Machines Think for Themselves 1. The Coming Paradox of AGI Let’s imagine a world just three years from now — a world… Read More
January 24, 2025 In 未分類 Viscovery SOMine 8.1 Release Viscovery SOMine 8.1 is a minor feature release. These are the notable changes. New Features The Group Profile window can now show the adjusted P-value in a separate column if multiple testing… Read More
December 19, 2024 In Data Science Semantic data mining that fundamentally changes information analysis 2 Kunihiro Tada, Mindware Research Institute In the previous article, we (1) created a rich text of food-report-style tasting experiences of 20 fictitious crisps, (2) obtained their embedding vectors, (2) extracted… Read More
December 16, 2024 In Data Science Semantic data mining that fundamentally changes information analysis 1 Kunihiro Tada, Mindware Research Institute We have already demonstrated in the Innovation Map project that embedded vectors can be generated from product description texts for IT and data science products,… Read More
July 15, 2024 In Data Science SOM as a platform for ensembles of multi-machine learning models In a typical data science course, self-organizing maps (SOMs) are likely introduced as a method for data visualization, dimensionality reduction, clustering, and exploratory data analysis. Because it can be used… Read More
June 10, 2024 In Innovation Maps Innovation Maps: IT Industry top 1000 Services and Products Competing Map This time, we're not talking about cutting-edge technology, but a competitive map of current services and products. Actually, we were planning to research the topic of "no-code tools," but the… Read More
June 8, 2024 In Data Science UMAP-SOM: A cutting-edge technique for enabling ultra-multidimensional data mining When performing data clustering (cluster analysis), the results change depending on which attributes (variables) are included in the analysis and how much weight is placed on each attribute, but traditional… Read More
April 24, 2024 In Innovation Maps Innovation Maps: 1300 Autonomous Vehicle Papers Remake version This map is a remake of the first map created in March. In March, we were distributing only .som files for free, but this time we will be distributing project… Read More
April 20, 2024 In Innovation Maps Innovation Maps: 1000 Virtual Reality Technical Papers Part2 From IEEE Journal, we got 1030 abstracts related to Virtual Reality (VR). Then created map using Viscovery SOMine. Prease refer previous article for free version which can be explore by… Read More