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- research-articleJune 2024
Unleashing the full potential of hyperspectral imaging: Decoupled image and frequency-domain spatial–spectral framework
Expert Systems with Applications: An International Journal (EXWA), Volume 243, Issue Chttps://doi.org/10.1016/j.eswa.2023.122870Graphical abstractDisplay Omitted
Highlights- We propose a novel decoupled Image and Frequency-domain Spatial-Spectral Framework.
- The proposed module extracts multi-scale features from dual domains.
- A module can transfer the advantages of convolution to the transformer.
- ...
Hyperspectral image classification (HSIC) is a rapidly developing field that utilizes deep learning methods. However, the reliance on convolutional neural networks (CNNs) for spectral–spatial feature extraction presents certain limitations. ...
- rfcApril 2024
RFC 9564: Faster Than Light Speed Protocol (FLIP)
The recent advances in artificial intelligence (AI) such as large language models enable the design of the Faster than LIght speed Protocol (FLIP) for Internet. FLIP provides a way to avoid congestion, enhance security, and deliver faster packets on the ...
- research-articleFebruary 2024
OTK-based PUF CRP obfuscation for IoT device authentication
AbstractThe use of a strong physical unclonable function (PUF) for device authentication in resource-limited settings is promising but susceptible to machine learning (ML) attacks. Several defenses have been suggested, but they often have drawbacks such ...
Highlights- The novelty of our article is that resource-efficient challenge-response obfuscation is used to secure both challenges and responses. The freshness of every communication between the server and device is maintained by adding randomness. ...
- research-articleJanuary 2024
Deconstruction of the influence of entrepreneurial orientation on innovation performance based on logistic regression model
International Journal of Information and Communication Technology (IJICT), Volume 24, Issue 6Pages 23–34https://doi.org/10.1504/ijict.2024.138559In the dynamic landscape of innovation and entrepreneurship, the challenge lies in fostering survival and innovation in entrepreneurial ventures amid evolving markets. Investigating how entrepreneurial orientation (EO) influences innovation performance (...
- research-articleJanuary 2024
Enhanced differential evolution with information preserving selection strategy
International Journal of Advanced Intelligence Paradigms (IJAIP), Volume 27, Issue 3-4Pages 195–222https://doi.org/10.1504/ijaip.2024.138564In the present paper, two modifications for differential evolution (DE) algorithm are proposed. The first modification is the proposal of a new selection technique called information preserving strategy (IPS), tries to preserve and utilise the important ...
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- research-articleJanuary 2024
Surveillance Camera Using Wi-Fi Connection
Procedia Computer Science (PROCS), Volume 231, Issue CPages 721–726https://doi.org/10.1016/j.procs.2023.12.147AbstractThis research paper aims to design an energy-efficient surveillance camera utilizing the ESP32-CAM module, incorporating Wi-Fi connectivity, and using 3D printed custom case made from ABS plastic. The central goal is to determine the most ...
- research-articleJune 2023
"I Am Not Enough": Impostor Phenomenon Experiences of University Students
- Angela Zavaleta Bernuy,
- Anna Ly,
- Brian Harrington,
- Michael Liut,
- Sadia Sharmin,
- Lisa Zhang,
- Andrew Petersen
ITiCSE 2023: Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1Pages 313–319https://doi.org/10.1145/3587102.3588779Recent work has confirmed that computing students experience the Imposter Phenomenon (IP) at higher rates than reported in other disciplines. However, no work has examined what aspects of the university computing experience might lead to a higher rate of ...
- research-articleJune 2023
Device-specific security challenges and solution in IoT edge computing: a review
The Journal of Supercomputing (JSCO), Volume 79, Issue 18Pages 20790–20825https://doi.org/10.1007/s11227-023-05450-6AbstractRapid growth in IoT technology demands the need for the emergence of new IoT devices. IoT devices vary in terms of shape, size, storage, battery life, and computational power according to the specific purposes for which they are utilized. Also, ...
- research-articleApril 2023
A three-stage multi-objective heterogeneous integrated model with decomposition-reconstruction mechanism and adaptive segmentation error correction method for ship motion multi-step prediction
Advanced Engineering Informatics (ADEI), Volume 56, Issue Chttps://doi.org/10.1016/j.aei.2023.101954Highlights- Propose a multi-objective heterogeneous integration model.
- Develop a decomposition-reconstruction mechanism.
- Heterogeneous integration using NSGA-II algorithm for multi-step prediction.
- Develop an adaptive segmentation error ...
Reliable and accurate ship motion prediction is essential for ship navigation at sea and marine operations. Although previous studies have yielded rich results in the field of ship motion prediction, most of them have ignored the importance of ...
- rfcJune 2022
RFC 9260: Stream Control Transmission Protocol
This document describes the Stream Control Transmission Protocol (SCTP) and obsoletes RFC 4960. It incorporates the specification of the chunk flags registry from RFC 6096 and the specification of the I bit of DATA chunks from RFC 7053. Therefore, RFCs ...
- ArticleMay 2022
Analysis of Interactions Among Infrastructure Provider Fronting Content Provider
AbstractIn conventional architecture the Content Providers (CPs) are need of topology information, it is hard for them to establish a pricing plan. To solve these problems, we propose a novel architecture based on Software Defined Networks. In this ...
- research-articleJanuary 2022
Design and implementation of filterbank for MPEG-2/4 AAC system
Integration, the VLSI Journal (INTG), Volume 82, Issue CPages 155–162https://doi.org/10.1016/j.vlsi.2021.10.003AbstractIn this paper, the design and implementation of low power and high-efficiency filterbank for MPEG-2/4 AAC system is presented. Since filterbank represents the most computation-intensive kernel of AAC codec, we design it with algorithm ...
Highlights- This paper presents the algorithm and hardware design for MPEG-2/4 AAC.
- Real ...
- research-articleDecember 2021
Macroeconomic forecasting with statistically validated knowledge graphs
Expert Systems with Applications: An International Journal (EXWA), Volume 186, Issue Chttps://doi.org/10.1016/j.eswa.2021.115765AbstractThis study leverages narrative from global newspapers to construct theme-based knowledge graphs about world events, demonstrating that features extracted from such graphs improve forecasts of industrial production in three large economies ...
Highlights- Features derived from graphs based on news themes improve predictions of economic activity.
- Disease and economy-related themes have the strongest predictive power.
- Such graphs can be modified to track specific events in real-time ...
- research-articleDecember 2021
A cost-effective IoT learning environment for the training and assessment of surgical technical skills with visual learning analytics
- Pablo Castillo-Segura,
- Carmen Fernández-Panadero,
- Carlos Alario-Hoyos,
- Pedro J. Muñoz-Merino,
- Carlos Delgado Kloos
Journal of Biomedical Informatics (JOBI), Volume 124, Issue Chttps://doi.org/10.1016/j.jbi.2021.103952Graphical abstractDisplay Omitted
Highlights- IoT learning environments can be a cost-effective option for surgical simulators.
Surgeons need to train and certify their technical skills. This is usually done with the intervention of experts who monitor and assess trainees. Nevertheless, this is a time-consuming task that is subject to ...
- research-articleJanuary 2021
Design, optimisation and implementation of a DCT/IDCT-based image processing system on FPGA
International Journal of Computer Applications in Technology (IJCAT), Volume 67, Issue 4Pages 303–323https://doi.org/10.1504/ijcat.2021.122346In this paper, a Discrete Cosine Transform (DCT) and its inverse transform IDCT are designed and optimised for FPGA using the Xilinx VIVADO High-Level Synthesis (HLS) tool. The DCT and IDCT algorithms along with a filter logic written by C/C++ are ...
- research-articleMay 2021
Improve the Firewall Accuracy By using Dynamic Ontology
ICFNDS '20: Proceedings of the 4th International Conference on Future Networks and Distributed SystemsArticle No.: 16, Pages 1–5https://doi.org/10.1145/3440749.3442607Data is considered an important asset for organizations, companies, and even people. Crucial decisions depend mainly on data. Exchanging data is essential in order to negotiate ideas, thoughts, and decisions. Networks are the communication channels of ...
- ArticleJuly 2020
Research on the Smartable Design Paths of Modern Museum — A Case Study on Jingzhou Museum
HCI International 2020 - Late Breaking Papers: User Experience Design and Case StudiesPages 432–440https://doi.org/10.1007/978-3-030-60114-0_30AbstractWith the rise of the wave of personalized consumption, the emergence of emerging technologies can often push the arts and tourism industry to break through the traditional bottleneck, thus creating a new tourism experience. Emerging technologies ...
- research-articleJune 2020
Scaled Static Analysis and IP Reuse for Out-of-Order Parallel SystemC Simulation
International Journal of Parallel Programming (IJPP), Volume 49, Issue 2Pages 200–215https://doi.org/10.1007/s10766-020-00668-wAbstractTo preserve the SystemC semantics under parallel discrete event simulation, a compiler based approach statically analyzes race conditions in the design model. However, there are severe restrictions: the source code for the input design must be ...
- research-articleMay 2020
A bi-phased multi-objective genetic algorithm based classifier
Expert Systems with Applications: An International Journal (EXWA), Volume 146, Issue Chttps://doi.org/10.1016/j.eswa.2019.113163Highlights- We have proposed a Bi-Phased Multi-Objective Genetic Algorithm.
- We have done ...
This paper presents a novel Bi-Phased Multi-Objective Genetic Algorithm (BPMOGA) based classification method. It is a Learning Classifier System (LCS) designed for supervised learning tasks. Here we have used Genetic Algorithms (GAs) ...
- research-articleFebruary 2020
Development of an automated gridded crop growth simulation support system for distributed computing with virtual machines
Computers and Electronics in Agriculture (COEA), Volume 169, Issue Chttps://doi.org/10.1016/j.compag.2019.105196Highlights- A distributed computing system, GROWLERS, was developed for crop growth simulations.
The spatial distribution of crop yield has been assessed under current and future climate conditions using gridded crop growth simulations. This task usually requires considerable efforts to prepare input data and post-process the ...