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Service Oriented Computing and Applications OnlineFirst articles

24.04.2024 | Special Issue Paper

A detailed review of wireless sensor network, jammer, the types, location, detection and countermeasures of jammers

This review article explores jamming attacks, a critical security threat disrupting communication in wireless sensor networks (WSNs). We begin by introducing WSNs and highlighting the detrimental effects of jamming. The article then delves into …

verfasst von:
Zainab Shaker Matar Al-Husseini, Hussain K. Chaiel, Amel Meddeb, Ahmed Fakhfakh

20.04.2024 | Special Issue Paper

Building an adaptive test model for English reading comprehension in the context of online education

With the ongoing progress of economic globalization, international communication has witnessed a notable surge. Proficiency in English has become indispensable for individuals seeking to comprehend international information and engage in economic …

verfasst von:
Yufen Wei

29.03.2024 | Special Issue Paper

Leveraging machine learning and low-cost hardware for economical wind-driven water level prediction

Although the prospect of the Internet of Things (IoT) is almost unlimited, developing IoT techniques can look discouraging, demanding a multidomain expertise and complex web infrastructure. Combining machine learning and data analytics by smart …

verfasst von:
Rihab Habeeb Sahib, Duha Husein Mohamed Jawad, Aws Zuhair Sameen, Ali Ibrahim Ahmed

29.03.2024 | Special Issue Paper

Elevating semantic segmentation: a conditional generative adversarial network (CGAN)-based synthetic scene image generation for enhanced precision

Accurately segmenting the left ventricle in end-diastolic echocardiography images is vital for precise cardiac diagnosis. Existing methods often struggle with limited training data, impacting segmentation accuracy. This study addresses this …

verfasst von:
Wasan M. Jwaid

26.03.2024 | Original Research Paper

A reweighting method for speech recognition with imbalanced data of Mandarin and sub-dialects

Automatic speech recognition (ASR) is an important technology in many fields like video-sharing services, online education and live broadcast. Most recent ASR methods are based on deep learning technology. A dataset containing training samples of …

verfasst von:
Jiaju Wu, Zhengchang Wen, Haitian Huang, Hanjing Su, Fei Liu, Huan Wang, Yi Ding, Qingyao Wu

20.03.2024 | Original Research Paper

A meta-pattern for building QoS-optimal mobile services out of equivalent microservices

A QoS-optimal service balances reliability, execution cost, and latency to satisfy application requirements. In emerging distributed environments, with their unreliable and resource-scarce mobile/IoT devices, it is hard but essential to optimize …

verfasst von:
Zheng Song, Zhengquan Li, Eli Tilevich

18.03.2024 | Special Issue Paper

YOLO series algorithms in object detection of unmanned aerial vehicles: a survey

YOLO series algorithms are widely used in unmanned aerial vehicles (UAV) object detection scenarios due to their fast and lightweight properties. This article summarizes the key concepts in YOLO series algorithms, such as the anchor mechanism …

verfasst von:
Li Jiao, Muhammad Irsyad Abdullah

11.03.2024 | Original Research Paper

Uncertainty QoS-aware services composition: a systematic literature review for services community

With the increasing number of services and the massive data generated by the Web, a lot of services that have similar functionalities but different quality of service (QoS) attributes are candidates to fulfill the user’s requirements. The …

verfasst von:
Melissa Hammoum, Mohamed Essaid Khanouche, Nadjet Khoulalene, Boualem Benatallah

08.02.2024 | Special Issue Paper

A dietary management recommendation model based on analytic hierarchy process and multi-objective programming for regular out-diners in Taiwan

This academic paper delves into the intricacies of dining out and dietary management, aiming to provide an effective solution to the multifaceted challenges faced by regular out-diners in Taiwan. The research centers on the development and …

verfasst von:
Jung-Bin Li

23.01.2024 | Special Issue Paper

Metaheuristic-based hyperparameter optimization for multi-disease detection and diagnosis in machine learning

Metaheuristic algorithms with machine learning techniques have become popular because it works so well for problems like regression, classification, rule mining, and clustering in health care. This paper’s primary purpose is to design a …

verfasst von:
Jagandeep Singh, Jasminder Kaur Sandhu, Yogesh Kumar

16.09.2023 | Special Issue Paper

A computer-aided diagnosis system for breast pathology: a deep learning approach with model interpretability from pathological perspective

In this study, a computer-aided diagnosis (CAD) system for whole-slide images (WSIs) with breast cancer was proposed to achieve lesion detection and classification. Different from the previously proposed works that performed segmentation directly …

verfasst von:
Wei-Wen Hsu, Yongfang Wu, Chung-Hao Chen, Chang Hao, Yu-Ling Hou, Xiang Gao, Yun Shao, Xueli Zhang, Tao He, Yanhong Tai