Evaluation of economic, social and sector impacts of agricultural land loss by Iacopo Bernetti, Veronica Alampi Sottini, Augusto Marinelli, Nicola Marinelli, Enrico Marone, Silvio Menghini, Sandro Sacchelli, Gabriele Scozzafava

“…Throughout Italy, soil sealing has had a significant impact on the landscape and on agricultural land. This issue needs to be analyzed in order to provide the policy maker with strategic information for rational land planning and environmental management. …”
Get full text

Analisis Sentimen Kebijakan Penerapan Kurikulum Merdeka Sekolah Dasar dan Sekolah Menengah pada Media Sosial Twitter dengan Menggunakan Metode Word Embedding dan Long Short Term Me... by Alif Rizal Maulana, Satrio Hadi Wijoyo, Yusi Tyroni Mursityo

“…Model dievaluasi menggunakan classification report yang menghasilkan empat nilai metrics yaitu, accuracy, recall, precision, dan f1-score. …”
Get full text

The Clinical and Economic Burden of Idiopathic Hypersomnia and Narcolepsy: A United States Claims-Based Analysis by Saad R, Markt SC, Lillaney P, Profant DA, Fuller DS, Poole EM, Alvord T, Prince P, Desai S, Whalen M, Ni W, Black J

Get full text

Pause and Rewind: Memories of Age-Inappropriate Film Viewings in the 1980s by Peter Turner

“…I question the so-called victims of censorship that have matured into their 40s and are no longer at the mercy of parents or the classifications of the BBFC in order to investigate the retrospective memories of these adults who were once participating in forbidden viewings as children in the 1980s. …”
Get full text

Cascaded Detection Method for Ship Targets Using High-Frequency Surface Wave Radar in the Time–Frequency Domain by Zhiqing Yang, Hao Zhou, Yingwei Tian, Gan Liu, Bing Zhang, Yao Qin, Peng Li, Weimin Huang

“…Experiments show that the classification accuracy between the ship and noise signals exceeds 99%, and the proposed method significantly outperforms the conventional CFAR and TF-domain CFAR in terms of detection performance.…”
Get full text

An Empirical Analysis of Crash Injury Severity Among Young Drivers in England: Accounting for Data Imbalance by Amirhossein Taheri, Kevin Switala, Grigorios Fountas, Abbas Sheykhfard, Nima Dadashzadeh, Steffen Müller

“…To address the imbalance issue, the performance of a standard classification and regression tree (CART) model is compared with a modified approach—random undersampling of the majority class CART (RUMC-CART). …”
Get full text

Differentiating atypical parkinsonian syndromes with hyperbolic few-shot contrastive learning by Won June Choi, Jin HwangBo, Quan Anh Duong, Jae-Hyeok Lee, Jin Kyu Gahm

“…Our method identifies feature areas where iron accumulation patterns occur in classes other than the target classification (MSA-P vs. PSP) and enhances stability by leveraging a superior hyperbolic space embedding technique. …”
Get full text

An Author Gender Detection Method Using Whale Optimization Algorithm and Artificial Neural Network by Fatemeh Safara, Amin Salih Mohammed, Moayad Yousif Potrus, Saqib Ali, Quan Thanh Tho, Alireza Souri, Fereshteh Janenia, Mehdi Hosseinzadeh

“…Author gender detection (AGD) is a serious and crucial issue in Internet security applications, in particular in email, messenger, and social network communications. …”
Get full text

Assessing the Generalization Capacity of Convolutional Neural Networks and Vision Transformers for Deforestation Detection in Tropical Biomes by P. J. Soto Vega, D. Lobo Torres, G. X. Andrade-Miranda, G. A. O. P. da Costa, R. Q. Feitosa

“…However, not enough attention has been paid to the domain shift issue, which affects classification performance when pre-trained models are used in areas with different forest covers and deforestation practices. …”
Get full text

Research on LiDAR Clear Air Turbulence Recognition Based on Improved SE-ResNet50 by Zibo ZHUANG, Jun CHEN, Peilin HE, Hongying ZHANG, Guohua JIN, Xiong LUO

“…To address the issue of LiDAR’s low turbulence recognition rate at airports in low-altitude areas, a clear air turbulence recognition method based on an improved Squeeze-and-Excitation Residual Network with 50 layers (SE-ResNet50) is proposed. …”
Get full text

Bone density and its importance in orthodontics by Tina Chugh, Abhay Kumar Jain, Raj Kumar Jaiswal, Praveen Mehrotra, Rachita Mehrotra

“…Materials and methods: The intent of this review is to discuss various methods and classification proposed to determine bone density in particular area and its importance in field of orthodontia. …”
Get full text

Machine Learning-Based Image Pattern Recognition Using Histogram of Oriented Gradient for Islanding Detection by Kumaresh Pal, Kumari Namrata, Ashok Kumar Akella, Manoj Gupta, Pannee Suanpang, Aziz Nanthaamornphong

“…A vital issue faced by the distribution network is the occurrence of unintentional islanding. …”
Get full text

Beamspace Spatial Smoothing MUSIC DOA Estimation Method Using Dynamic Metasurface Antenna by Lilong Hou, Liang Jin, Kaizhi Huang, Shuaifang Xiao, Yangming Lou, Yajun Chen

“…The Direction-of-Arrival (DOA) estimation method using traditional array antennas cannot dynamically adjust the observation angle range based on the Region of Interest (ROI), which leads to limited estimation accuracy and high computational complexity. To address the above issue, this paper proposes a Beamspace Spatial Smoothing MUltiple SIgnal Classification (BSS-MUSIC) DOA estimation method using a Dynamic Metasurface Antenna (DMA). …”
Get full text

Transformer fault diagnosis method based on Gramian Angular Field and optimized parallel ShuffleNetV2 by Qiang Guo, Haiyan Yao, Yuefei Xu, Bin Lu, Zhengshu Ma, Yuanjun Huang, Mingyu Shi

“…Finally, the fused features were input into the SoftMax classifier for classification and identification, achieving transformer fault diagnosis. …”
Get full text

PS-GCN: psycholinguistic graph and sentiment semantic fused graph convolutional networks for personality detection by Wenjuan Liu, Zhengyan Sun, Subo Wei, Shunxiang Zhang, Guangli Zhu, Lei Chen

“…Experimental results on multiple datasets demonstrate that the proposed method significantly improves the classification accuracy in personality detection tasks.…”
Get full text

Comprehensive multi-phase 3D contrast-enhanced CT imaging for primary liver cancer by Jiawei Luo, Xiaoyu Wan, Jinchao Du, Li Liu, Ling Zhao, Xin Peng, Min Wu, Shixin Huang, Xixi Nie

“…Abstract Primary liver cancer is a significant global health issue with high incidence and mortality rates worldwide. …”
Get full text

Combining large language models with interpretable models for explainable aspect-based sentiment analysis in the medical domain by Yang Zhang, Song Wen, Yanping Zhu, Zhijun Li, Xiaohui Wang

“…Abstract Aspect-based sentiment analysis (ABSA) effectively enables fine-grained understanding of medical feedback texts, but existing methods typically lack transparency, limiting trustworthiness in practical medical scenarios. To address this issue, we propose a two-stage ABSA framework for healthcare, integrating large language models with interpretable classifiers. …”
Get full text

Efficiency and safety of automated label cleaning on multimodal retinal images by Tian Lin, Meng Wang, Aidi Lin, Xiaoting Mai, Huiyu Liang, Yih-Chung Tham, Haoyu Chen

“…Abstract Label noise is a common and important issue that would affect the model’s performance in artificial intelligence. …”
Get full text

Effectiveness of Therapeutic Interventions in the Treatment of Internet Gaming Disorder: A Systematic Review by Sandra Núñez-Rodríguez, David Burgos-González, Luis Alberto Mínguez-Mínguez, Félix Menéndez-Vega, José Luis Antoñanzas-Laborda, Jerónimo Javier González-Bernal, Josefa González-Santos

“…Internet Gaming Disorder (IGD) has been recognized by the World Health Organization (WHO) in the International Classification of Diseases (ICD-11) and as an emerging condition in the DSM-5. …”
Get full text

Deep Defense Against Mal-Doc: Utilizing Transformer and SeqGAN for Detecting and Classifying Document Type Malware by Gati Lother Martin, Sang-Min Lee, Jong-Hyun Kim, Young-Seob Jeong, Ah Reum Kang, Jiyoung Woo

“…To solve the class imbalance issue in the malware family, we utilize a generative adversarial network to generate malware samples. …”
Get full text