DHQ-DETR: Distributed and High-Quality Object Query for Enhanced Dense Detection in Remote Sensing by Chenglong Li, Jianwei Zhang, Bihan Huo, Yingjian Xue

“…In this paper, we propose the DHQ-DETR framework, which addresses these issues by modeling bounding box offsets as distributions. …”
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AI-Enhanced Robotic Process Automation: A Review of Intelligent Automation Innovations by Sadia Afrin, Shobnom Roksana, Riad Akram

“…By leveraging AI techniques such as classification, text mining of neural network, RPA technologies optimize business operations and advance Industry 4.0. …”
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Ranking of Iranian metropolises based on urban smartness index by Somayeh Ghiasy, Sohrab Delangizan, Mohammad sharif Karimi

“…Moreover, among the metropolises in the country, city Tehran ranked highest while city Kermanshah ranked lowest in terms of smart.JEL Classification: C43, C38, O18.…”
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Review of Multivariate Time Series Clustering Algorithms by ZHENG Desheng, SUN Hanming, WANG Liyuan, DUAN Yaoxin, LI Xiaoyu

“…Lastly, from the perspective of the unique structure of multivariate temporal data, this paper outlines several challenging issues and future research directions.…”
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A Novel Human Action Recognition Model by Grad-CAM Visualization with Multi-level Feature Extraction Using Global Average Pooling with Sequence Modeling by Bidirectional Gated Recu... by Jayamohan Manoharan, Yuvaraj Sivagnanam

“…An attention mechanism was also included to boost the classification process by focusing on key temporal segments. …”
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The Development of Global Citizenship Competence within Professional Public Relations Education by Alla P. Minyar-Beloroucheva, Polina I. Sergienko, Natalia Yu. Nelyubova

“…The methodology concentrates on the recent research of international public relations discourse of different scholars with special regard to global issues. The methods of analysis, synthesis, classification alongside philological analysis were used to contribute to the present holistic study. …”
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Towards Clinical Diagnoses: Classifying Alzheimer's Disease Using Single fMRI, Small Datasets, and Transfer Learning by Samuel L. Warren, Ahmed A. Moustafa, for the Alzheimer's Disease Neuroimaging Initiative

“…For example, the two key issues of data availability and model usability limit clinical applications. …”
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Incorporation of XAI and Deep Learning in Biomedical Imaging: A Review by Sushil K. Singh, Bal Virdee, Saurabh Aggarwal, Abhilash Maroju

“…While these technologies demonstrate outstanding performance in image classification, their integration into clinical practice remains gradual. …”
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DKA-YOLO: Enhanced Small Object Detection via Dilation Kernel Aggregation Convolution Modules by Yicheng Qiu, Feng Sha, Li Niu

“…Despite these efforts, issues such as false negatives and classification ambiguities persist, leading to suboptimal outcomes. …”
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Psychological Analysis of the Fariba Vafi\'s Novel “After the End” Based on The Personality Theories of Freud and Jung by Fatemeh Pourkhalkhali, Reza Aghayari, Ramin Sadeghinezhad

“…Vafi, being an eminent contemporary author, delves into women's issues within the novel, highlighting the significance of psychoanalyzing the female characters. …”
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Cascaded intrusion detection system using machine learning by Md. Khabir Uddin Ahamed, Abdul Karim

“…Many single classifier models have accuracy issues since they are unable to detect certain anomalies caused by the attack’s polymorphic and zero-day behavior. …”
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Legal relationship and morality: the modern understanding and new approaches by B. N. Aleynikov, A. B. Aleynikova

“…The article considers theoretical and methodological aspects of the doctrine of legal relationships, the content, patterns of the emergence and development of elements of the mechanism of legal relationships, the problems of classification of legal relationships, debatable issues of general regulatory legal relationships. …”
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PULMONARY ARTERIAL HYPERTENSION: REGIONAL HEALTH CARE OPPORTUNITIES by E. V. Filippov

“…The article is devoted to the issues of rapid diagnosis of PAH in the case of its high probability. …”
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Chinese GFL-Learners’ Connector Usage: A Corpus-Linguistic Study of Argumentative Learner Texts by Zekun Wu, Yuan Li

“…Many scholars have studied English as a Foreign Language (EFL) learners’ connector usage, but few studies have occurred in fields related to German, with deficiencies still present regarding issues such as the relatively limited classification of connectors, insufficient analytical dimensions, and lack of studies on learners at different levels. …”
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Research on a Target Detection Algorithm for Common Pests Based on an Improved YOLOv7-Tiny Model by He Gong, Xiaodan Ma, Ying Guo

“…However, traditional deep learning models face challenges in resource-constrained environments, such as insufficient accuracy, slow inference speed, and large model sizes, which hinder their practical application. To address these issues, this study proposes an improved YOLOv7-tiny model designed to deliver efficient, accurate, and lightweight pest detection solutions. …”
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Research on Network Intrusion Detection Model Based on Hybrid Sampling and Deep Learning by Derui Guo, Yufei Xie

“…This study proposes an enhanced network intrusion detection model, 1D-TCN-ResNet-BiGRU-Multi-Head Attention (TRBMA), aimed at addressing the issues of incomplete learning of temporal features and low accuracy in the classification of malicious traffic found in existing models. …”
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Liberating the mental health and wellbeing benefits of laughing alone: a new taxonomic model and scoping review for future research by Freda Gonot-Schoupinsky, Xavier Gonot-Schoupinsky, Mark Weeks

“…While solitary laughter can be symptomatic of mental health issues, one motivation of this review was to explore whether it can also offer mental health benefits. …”
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Counter-imaging Australia’s agricultural landscapes for digital sustainability communication by Joshua Zeunert, Alys Daroy

“…The methodology integrates systematic spatial-statistical analysis, typological classification, continental-scale field research, a visual method for drone-image capture, and the immersive online dissemination archive. …”
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Research on the construction and application of problem-method-oriented academic graph empowered by LLM by Qigang Liu, Yinfan Wang, Lifeng Mu, Jun Li

“…Experiments on widely used benchmark datasets show that the proposed multi-relation extraction model is able to achieve at least 8.01% and 8.65% improvement on entity identification and relation classification respectively, compared with state-of-the-art models. …”
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Review of Certificateless Authentication Scheme for Vehicular Ad Hoc Networks by Abdulaziz Zaid A. Aljarwan, Md Asri Bin Ngadi

“…PKI-based authentication methods, on the other hand, do not fit our objective, given the high computational overhead, certificate management issues, and centralization risk involved in V2V authentication protocols. …”
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