research
∙
09/02/2023
Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms
The fitness level method is a popular tool for analyzing the computation...
share
research
∙
06/17/2023
DsMtGCN: A Direction-sensitive Multi-task framework for Knowledge Graph Completion
To solve the inherent incompleteness of knowledge graphs (KGs), numbers ...
research
∙
06/13/2023
Contextual Dictionary Lookup for Knowledge Graph Completion
Knowledge graph completion (KGC) aims to solve the incompleteness of kno...
research
∙
01/25/2023
Location-based Activity Behavior Deviation Detection for Nursing Home using IoT Devices
With the advancement of the Internet of Things(IoT) and pervasive comput...
research
∙
12/01/2022
Clustering and Analysis of GPS Trajectory Data using Distance-based Features
The proliferation of smartphones has accelerated mobility studies by lar...
research
∙
04/09/2022
Distributed Evolution Strategies for Black-box Stochastic Optimization
This work concerns the evolutionary approaches to distributed stochastic...
research
∙
03/15/2022
MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization
This work provides an efficient sampling method for the covariance matri...
research
∙
05/04/2021
WiFi Fingerprint Clustering for Urban Mobility Analysis
In this paper, we present an unsupervised learning approach to identify ...
research
∙
12/22/2020
Multiple-Perspective Clustering of Passive Wi-Fi Sensing Trajectory Data
Information about the spatiotemporal flow of humans within an urban cont...
research
∙
03/09/2020
Stochastic Recursive Momentum for Policy Gradient Methods
In this paper, we propose a novel algorithm named STOchastic Recursive M...
research
∙
02/05/2020
Understanding Crowd Behaviors in a Social Event by Passive WiFi Sensing and Data Mining
Understanding crowd behaviors in a large social event is crucial for eve...
research
∙
08/22/2019
Benchmarking air-conditioning energy performance of residential rooms based on regression and clustering techniques
Air conditioning (AC) accounts for a critical portion of the global ener...
research
∙
01/19/2019
Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network
The cryptocurrency market is a very huge market without effective superv...
research
∙
10/26/2018
A Theoretical Framework of Approximation Error Analysis of Evolutionary Algorithms
In the empirical study of evolutionary algorithms, the solution quality ...
research
∙
05/02/2018
Understand Urban Human Mobility through Crowdsensed Data
Understanding how people move in the urban area is important for solving...
research
∙
02/12/2015
Analysis of Solution Quality of a Multiobjective Optimization-based Evolutionary Algorithm for Knapsack Problem
Multi-objective optimisation is regarded as one of the most promising wa...
research
∙
09/03/2014
Performance Analysis on Evolutionary Algorithms for the Minimum Label Spanning Tree Problem
Some experimental investigations have shown that evolutionary algorithms...
research
∙
04/14/2014