4.6 Article

A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Information Systems

Building a novel classifier based on teaching learning based optimization and radial basis function neural networks for non-imputed database with irrelevant features

Ch. Sanjeev Kumar Dash et al.

Summary: This study introduces a novel approach utilizing TLBO and RBFNs to construct a database classifier, filling missing values and evaluating feature relevance, developing a classifier using preprocessed dataset to generate meaningful descriptions for each class, which can be used to classify new instances. The experimental results demonstrate the potential of our method in constructing a classifier from databases with missing values and irrelevant attributes.

APPLIED COMPUTING AND INFORMATICS (2022)

Article Computer Science, Artificial Intelligence

Embedding-based real-time change point detection with application to in smart home time series data

Unai Bermejo et al.

Summary: This paper presents a novel real-time CPD method for activity segmentation using neural embeddings to represent sensor events, showing significant performance advantages in segmenting sensor data through empirical evaluation. Additionally, the use of retrofitting technique can further improve the performance of the method.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Article Computer Science, Information Systems

An Ambient Intelligence-Based Human Behavior Monitoring Framework for Ubiquitous Environments

Nirmalya Thakur et al.

Summary: The framework aims to study, track, monitor, and analyze human behavior in daily living activities through semantic analysis and intelligent decision-making algorithms to identify patterns and anomalies. It integrates technologies such as human-computer interaction, machine learning, Internet of Things, pattern recognition, and ubiquitous computing.

INFORMATION (2021)

Editorial Material Computer Science, Theory & Methods

Challenges to be addressed to realize Internet of Things solutions for smart environments

Luigi Patrono et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)

Article Computer Science, Interdisciplinary Applications

Clustering of designers based on building information modeling event logs

Yue Pan et al.

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2020)

Article Engineering, Civil

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2020)

Review Computer Science, Information Systems

Addressing Behavioural Technologies Through the Human Factor: A Review

Ane Irizar-Arrieta et al.

IEEE ACCESS (2020)

Review Computer Science, Information Systems

Smart cities survey: Technologies, application domains and challenges for the cities of the future

Ruben Sanchez-Corcuera et al.

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS (2019)

Article Chemistry, Multidisciplinary

Predicting Human Behaviour with Recurrent Neural Networks

Aitor Almeida et al.

APPLIED SCIENCES-BASEL (2018)

Article Computer Science, Information Systems

An IoT-Aware Approach for Elderly-Friendly Cities

Ruben Mulero et al.

IEEE ACCESS (2018)

Article Computer Science, Information Systems

A Scalable Hybrid Activity Recognition Approach for Intelligent Environments

Gorka Azkune et al.

IEEE ACCESS (2018)

Editorial Material Multidisciplinary Sciences

Predicting human behavior: The next frontiers

V. S. Subrahmanian et al.

SCIENCE (2017)

Review Green & Sustainable Science & Technology

Healthcare in the Smart Home: A Study of Past, Present and Future

Jamie Bennett et al.

SUSTAINABILITY (2017)

Review Computer Science, Information Systems

A review on applications of activity recognition systems with regard to performance and evaluation

Suneth Ranasinghe et al.

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS (2016)

Article Engineering, Multidisciplinary

Predicting Human Behavior During Fires

Erica Kuligowski

FIRE TECHNOLOGY (2013)

Review Computer Science, Artificial Intelligence

A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living

Alexandros Andre Chaaraoui et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Artificial Intelligence

Sensor-Based Activity Recognition

Liming Chen et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (2012)

Article Computer Science, Artificial Intelligence

A survey of vision-based methods for action representation, segmentation and recognition

Daniel Weinland et al.

COMPUTER VISION AND IMAGE UNDERSTANDING (2011)

Article Computer Science, Hardware & Architecture

The role of prediction algorithms in the MavHome smart home architecture

SK Das et al.

IEEE WIRELESS COMMUNICATIONS (2002)