25 citations · 39 across the 10 of their papers we have counts for
10 papers
Breaking the curse of dimensionality with Isolation Kernel
Kai Ming Ting, Takashi Washio, Ye Zhu +1
The curse of dimensionality has been studied in different aspects. However, breaking the curse has been elusive. We show for the first time that it is possible to break the curse u…
A Survey of Wearable Devices Pairing Based on Biometric Signals
Jafar Pourbemany, Ye Zhu, Riccardo Bettati
With the growth of wearable devices, which are usually constrained in computational power and user interface, this pairing has to be autonomous. Considering devices that do not hav…
Breath to Pair (B2P): Respiration-Based Pairing Protocol for Wearable Devices
Jafar Pourbemany, Ye Zhu, Riccardo Bettati
We propose Breath to Pair (B2P), a protocol for pairing and shared-key generation for wearable devices that leverages the wearer's respiration activity to ensure that the devices a…
Saying the Unseen: Video Descriptions via Dialog Agents
Ye Zhu, Yu Wu, Yi Yang +1
Current vision and language tasks usually take complete visual data (e.g., raw images or videos) as input, however, practical scenarios may often consist the situations where part…
Real Time Video based Heart and Respiration Rate Monitoring
Jafar Pourbemany, Almabrok Essa, Ye Zhu
In recent years, research about monitoring vital signs by smartphones grows significantly. There are some special sensors like Electrocardiogram (ECG) and Photoplethysmographic (PP…
The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms
Xin Han, Ye Zhu, Kai Ming Ting +1
Agglomerative hierarchical clustering (AHC) is one of the popular clustering approaches. Existing AHC methods, which are based on a distance measure, have one key issue: it has dif…
Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents
Ye Zhu, Yu Wu, Yi Yang +1
With the arising concerns for the AI systems provided with direct access to abundant sensitive information, researchers seek to develop more reliable AI with implicit information s…
Hierarchical HMM for Eye Movement Classification
Ye Zhu, Yan Yan, Oleg Komogortsev
In this work, we tackle the problem of ternary eye movement classification, which aims to separate fixations, saccades and smooth pursuits from the raw eye positional data. The eff…
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel
Ye Zhu, Kai Ming Ting
This paper presents a new insight into improving the performance of Stochastic Neighbour Embedding (t-SNE) by using Isolation kernel instead of Gaussian kernel. Isolation kernel ou…
High Throughput Push Based Storage Manager
Ye Zhu
The storage manager, as a key component of the database system, is responsible for organizing, reading, and delivering data to the execution engine for processing. According to the…