activity
20172024
most citedMLC Toolbox: A MATLAB/OCTAVE Library for Multi-Label Classification

13 citations · 22 across the 5 of their papers we have counts for

collaborators

5 papers

cs.LG2024

Long-term Detection System for Six Kinds of Abnormal Behavior of the Elderly Living Alone

Kai Tanaka, Mineichi Kudo, Keigo Kimura +1

The proportion of elderly people is increasing worldwide, particularly those living alone in Japan. As elderly people get older, their risks of physical disabilities and health iss…

cs.LG2023★ 7 cited

Sensor Data Simulation for Anomaly Detection of the Elderly Living Alone

Kai Tanaka, Mineichi Kudo, Keigo Kimura

With the increase of the number of elderly people living alone around the world, there is a growing demand for sensor-based detection of anomalous behaviors. Although smart homes w…

cs.LG2022

Incomplete Multi-View Weak-Label Learning with Noisy Features and Imbalanced Labels

Zhiwei Li, Zijian Yang, Lu Sun +2

A variety of modern applications exhibit multi-view multi-label learning, where each sample has multi-view features, and multiple labels are correlated via common views. Current me…

cs.LG2017★ 13 cited

MLC Toolbox: A MATLAB/OCTAVE Library for Multi-Label Classification

Keigo Kimura, Lu Sun, Mineichi Kudo

Multi-Label Classification toolbox is a MATLAB/OCTAVE library for Multi-Label Classification (MLC). There exists a few Java libraries for MLC, but no MATLAB/OCTAVE library that cov…

cs.DS2017★ 2 cited

On Practical Accuracy of Edit Distance Approximation Algorithms

Hiroyuki Hanada, Mineichi Kudo, Atsuyoshi Nakamura

The edit distance is a basic string similarity measure used in many applications such as text mining, signal processing, bioinformatics, and so on. However, the computational cost…