PilotCareTrans Net: an EEG data-driven transformer for pilot health monitoring by Kun Zhao, Xueying Guo

“…PilotCareTrans Net was evaluated on multiple public EEG datasets, including MODA, STEW, SJTUEmotion EEG, and Sleep-EDF, where it outperformed state-of-the-art models in key metrics.Results and discussionThe experimental results demonstrate the model's ability to not only enhance prediction accuracy but also reduce computational complexity, making it suitable for real-time applications in resource-constrained settings. …”
Get full text

Investigating the key principles in two-step heterogeneous transfer learning for early laryngeal cancer identification by Xinyi Fang, Chak Fong Chong, Kei Long Wong, Marco Simões, Benjamin K. Ng

“…Some disease classification tasks can rely on large homogeneous public datasets to train the transferred model, while others cannot, i.e., endoscopic laryngeal cancer image identification. …”
Get full text

Massive Clusters and OB Associations as Output of Massive Star Formation in <i>Gaia</i> Era by Ignacio Negueruela

“…This review aims to provide a comprehensive summary of recent advancements and a critical assessment of the datasets available.…”
Get full text

Noncoding RNAs Associated with PPARs in Etiology of MAFLD as a Novel Approach for Therapeutics Targets by Fatemeh Kazeminasab, Maryam Baharlooie, Kamran Ghaedi

“…We collected human and mouse MAFLD gene expression datasets available in GEO. We performed pathway enrichment analysis of total mRNAs based on KEGG repository data to screen the most potential pathways in the liver of MAFLD human subjects and mice model, and analyzed pathway interconnections via ClueGO. …”
Get full text

Success or Failure in the City? Social Mobility and Rural-Urban Migration in Nineteenth- and Early-Twentieth-Century Groningen, the Netherlands by Richard Paping, Jacek Pawlowski

“… This article studies the relation between rural-urban migration and the upward and downward social mobility of different social groups from the perspective of the sending countryside and not of the receiving city. It utilizes two datasets regarding people born in the Groningen clay soil region (the Netherlands). …”
Get full text

Success or Failure in the City? Social Mobility and Rural-Urban Migration in Nineteenth- and Early-Twentieth-Century Groningen, the Netherlands by Richard Paping, Jacek Pawlowski

“…This article studies the relation between rural-urban migration and the upward and downward social mobility of different social groups from the perspective of the sending countryside and not of the receiving city. It utilizes two datasets regarding people born in the Groningen clay soil region (the Netherlands). …”
Get full text

MFEMDroid: A Novel Malware Detection Framework Using Combined Multitype Features and Ensemble Modeling by Wei Gu, Hongyan Xing, Tianhao Hou

“…To address oversparse datasets and reduce feature learning overhead, we employ an auto-encoder for feature dimensionality reduction. …”
Get full text

Long short‐term memory‐based forecasting of uncertain parameters in an islanded hybrid microgrid and its energy management using improved grey wolf optimization algorithm by Raji Krishna, Hemamalini S

“…The LSTM outperforms the artificial neural network (ANN) model in terms of mean square error (MSE) and prediction accuracy (R2) for both training and testing datasets. In the second phase, the forecasted RES power and LD are used for optimal distributed generator (DG) scheduling using the improved grey wolf optimization (IGWO) algorithm. …”
Get full text

getphylo: rapid and automatic generation of multi-locus phylogenetic trees by T. J. Booth, S. Shaw, P. Cruz-Morales, T. Weber

“…Conclusions getphylo is a quick and reliable tool for the automated generation of genome-scale phylogenetic trees. getphylo can produce phylogenies comparable to other software in a fraction of the time, without the need large local databases or intense computation. getphylo can rapidly identify orthologues from a wide variety of datasets regardless of taxonomic or genomic scope. …”
Get full text

Hadoop in Banking: Event-Driven Performance Evaluation by Monalisa Panda, Mamata Garnayak, Mitrabinda Ray, Smita Rath, Anuradha Mohanta, Sushree Bibhuprada B. Priyadarshini

“…This is supported by the Hadoop ecosystem, which provides distribution of the processing and storage, making it fit for handling large datasets with high fault tolerance and parallel computation levels. …”
Get full text

Challenging Discourses of Sexual Violence on X: The Linguistic Representation of Victims and Perpetrators in Kavanaugh’s Confirmation Process by Patricia Palomino Manjón

“…Consequently, the objectives of this research are to examine the linguistic patterns and discourses employed by X users to denounce patriarchal oppression and negotiate the identities of the different social actors involved in Kavanaugh’s confirmation process. To do so, two datasets of posts (previously known as ‘tweets’) containing the opposing hashtags #KavanaughConfirmation and #NoKavanaughConfirmation were analyzed and contrasted drawing on Corpus-Assisted Discourse Analysis tools (i.e., keywords and concordances) (Partington et al. 2013) and Feminist Critical Discourse Analysis (Lazar 2005). …”
Get full text

Era of Generalist Conversational Artificial Intelligence to Support Public Health Communications by Emre Sezgin, Ahmet Baki Kocaballi

“…This paper explores the utility and implications of generalist conversational artificial intelligence (CAI) advanced AI systems trained on extensive datasets to handle a wide range of conversational tasks across various domains with human-like responsiveness. …”
Get full text

Robust adaptive optimization for sustainable water demand prediction in water distribution systems by Ke Wang, Jiayang Meng, Zhangquan Wang, Kehua Zhao, Banteng Liu

“…To validate the effectiveness of the RAOD strategy, real-world datasets from four distinct geographical regions are employed for multi-step ahead predictions. …”
Get full text

Deep attributes and decisions fusion for no-reference video quality analysis by Adil Baig

“…Numerous researches demonstrate that the suggested approach on two large baseline video quality analysis datasets with realistic aberrations sets a new state-of-the-art. …”
Get full text

Open-world disaster information identification from multimodal social media by Chen Yu, Bin Hu, Zhiguo Wang

“…Our experiments were conducted on two public datasets, namely CrisisMMD and MHII. According to the experimental results, the proposed method outperforms other baselines and approaches in crisis information classification.…”
Get full text

A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention by Sarita Sahni, Sweta Jain, Sri Khetwat Saritha

“…The experimental findings reveal impressive classification accuracies of 97.93% and 98.99% on the KFall and SisFall datasets, respectively.…”
Get full text

Attention-Aware Heterogeneous Graph Neural Network by Jintao Zhang, Quan Xu

“…Experimental results on three widely used datasets showed that the AHNN model could significantly outperform the state-of-the-art models.…”
Get full text

Decoding the Methylation Patterns of ABC Transporters in Colorectal Cancer by Nurul Nabilah Norhisan, Rashidah Baharudin, Nurul Qistina Rus Bakarurraini, Nur Alyaa Afifah Md Shahri, Francis Yew Fu Tieng, Imilia Ismail, Muhammad-Redha Abdullah-Zawawi, Learn-Han Lee, Nurul Syakima Ab Mutalib

“…Survival analysis demonstrated the correlation between DNA methylation of individual CpG sites and patient survival probability in colon and rectal adenocarcinoma datasets from The Cancer Genome Atlas. The study provides insights into the epigenetic landscape of ABC genes in CRC, highlighting their potential roles in drug resistance, disease initiation, and progression. …”
Get full text

A novel quantile regression for fractiles based on unit logistic exponential distribution by Hanan Haj Ahmad, Kariema A. Elnagar

“…When applied to two real-world datasets—one from the medical field and the other from the economic sector—the ULE distribution consistently outperforms existing unit interval models, showcasing lower error rates and enhanced flexibility in tail behavior. …”
Get full text

A SmartPLS4-based CB-SEM confirmatory factor analysis: A case of speaking needs for Chinese business English undergraduates by Ke Hu, Asmaa Alsaqqaf

“…This quantitative study employed a two-phase approach, utilizing separate datasets and different sample sizes of Chinese business English undergraduates selected through simple random sampling. …”
Get full text