Development of Wood Apple Shell (Feronia acidissima) Powder Biosorbent and Its Application for the Removal of Cd(II) from Aqueous Solution by Ch. Suresh, D. Harikisore Kumar Reddy, Yapati Harinath, B. Ramesh Naik, K. Seshaiah, Annareddy V. Ramana Reddy

“…The optimum pH for biosorption of Cd(II) onto WAS was found to be pH 5.0 and the quantitative removal of Cd(II) ions was achieved in 30 min. The kinetic study showed that the biosorption process followed the pseudo-second-order rate. …”
Get full text

Stage-Based Remaining Useful Life Prediction for Bearings Using GNN and Correlation-Driven Feature Extraction by Guangzhong Huang, Wenping Lei, Xinmin Dong, Dongliang Zou, Shijin Chen, Xing Dong

“…This paper presents a model that combines correlation analysis feature extraction with a Graph Neural Network (GNN)-based approach for bearing degradation stage classification and RUL prediction, aiming to achieve accurate bearing life prediction. First, the proposed Pearson–Spearman correlation metric, along with Kernel Principal Component Analysis (KPCA) and autoencoders, is used to group and fuse health indicators (HIs), thereby obtaining a health indicator (HI) that effectively reflects the bearing degradation process. …”
Get full text

Method of Depression Classification Based on Behavioral and Physiological Signals of Eye Movement by Mi Li, Lei Cao, Qian Zhai, Peng Li, Sa Liu, Richeng Li, Lei Feng, Gang Wang, Bin Hu, Shengfu Lu

“…Then, in order to eliminate noise and redundant information and obtain better classification features, statistical methods (FDR corrected t-test) and principal component analysis (PCA) are used to select features of eye movement behavior and physiological signals. …”
Get full text

Optimized Novel Text Embedding Approach for Fake News Detection on Twitter X: Integrating Social Context, Temporal Dynamics, and Enhanced Interpretability by Mahmoud AlJamal, Rabee Alquran, Ayoub Alsarhan, Mohammad Aljaidi, Wafa’ Q. Al-Jamal, Ali Fayez Alkoradees

“…Leveraging the CIC Truth Seeker Dataset 2023, we applied SHAP for feature selection and interpretability, ensuring transparency in the model’s predictions. Our methodology achieved a remarkable accuracy of 99.9% using a Random Forest classifier, showcasing the efficacy of this optimized hybrid approach. …”
Get full text

An Integrated Cumulative Transformation and Feature Fusion Approach for Bearing Degradation Prognostics by Lixiang Duan, Fei Zhao, Jinjiang Wang, Ning Wang, Jiwang Zhang

“…The results prove that the proposed method reflects the bearing degradation process clearly and achieves a good balance between model accuracy and complexity.…”
Get full text

Classification of Different Blueberry Cultivars by Analysis of Physical Factors, Chemical and Nutritional Ingredients, and Antioxidant Capacities by Juan Song, Qiong Shi, Si-Min Yan, Hai-Yan Fu, Si-Zhan Wu, Lu Xu

“…As a result, OVO-PLSDA with 8 quality factors could achieve the classification accuracy of 0.915. This study will provide new insights into the quality variations and key factors among different blueberry cultivars.…”
Get full text

Molecular caracterization of a corn core collection–landraces subgroup by Ronaldo Rodrigues Coimbra, Glauco Vieira Miranda, Newton Portilho Carneiro, Cláudia Teixeira Guimarães, Derly José Henriques da Silva, Elainy Cristina Alves Martins Oliveira

“…The efficient use of genetic resources- stored in germplasm collections can be maximized if morphoagronomic and molecular information on the accessions is made available. To achieve this, a collection that is well-structured, well-curated and easily accessible (the core collection) is required. …”
Get full text

Evaluating the Risk of Metabolic Syndrome Based on an Artificial Intelligence Model by Hui Chen, Shenghua Xiong, Xuan Ren

“…In this paper, an artificial intelligence model was developed to identify adults at risk of metabolic syndrome based on physical signs; this artificial intelligence model achieved more powerful capacity for classification compared to the PCLR (principal component logistic regression) model. …”
Get full text

Failure Mechanism and Stability Control of Surrounding Rock of Docking Roadway under Multiple Dynamic Pressures in Extrathick Coal Seam by Xiangye Wu, Shuai Wang, Chen Tian, Changxing Ji, Jingya Wang

“…The purpose of the smooth connection of working face and rapid and safe withdrawal of equipment is achieved on site.…”
Get full text

Generalisation of EEG-Based Pain Biomarker Classification for Predicting Central Neuropathic Pain in Subacute Spinal Cord Injury by Keri Anderson, Sebastian Stein, Ho Suen, Mariel Purcell, Maurizio Belci, Euan McCaughey, Ronali McLean, Aye Khine, Aleksandra Vuckovic

“…<b>Results:</b> Training and testing of individual datasets achieved classification accuracies of >80% using either feature set, and classification of joint datasets (A and B) achieved a maximum accuracy of 86.4% (HFD, support vector machine (SVM)). …”
Get full text

What Happens After the Court of Justice Has Given its Ruling? Promises and Pitfalls of Strategic Litigation Against Internal Border Controls in EU Law by Stefan Salomon

“…This Article inquires into the aftermath of judgments by the CJEU under the preliminary ruling procedure under article 267 TFEU in cases of strategic litigation. As the principal objective of strategic litigants is to effectively achieve broader societal, political, economic, or legal change, the afterlife of a judgment is crucial for them. …”
Get full text

Penjaminan mutu pendidikan dalam perspektif zonasi mutu by Irwan Fathurrochman

“…The policy of this system cannot be denied that students who have achieved things are undervalued because they do not have the opportunity to study at the school of their choice. …”
Get full text

Image Processing-Based Spall Object Detection Using Gabor Filter, Texture Analysis, and Adaptive Moment Estimation (Adam) Optimized Logistic Regression Models by Nhat-Duc Hoang

“…The Gabor filter supported by principal component analysis and k-means clustering is used for identifying the region of interest within an image sample. …”
Get full text

¿A SALVO O FELICES? LA FINALIDAD DEL LEVIATÁN A TRAVÉS DE LAS OBJECIONES DE KANT by JERÓNIMO RILLA

“…Específicamente, se considera en detalle la objeción contra el Gobierno despótico, según la cual, el soberano sitúa la felicidad del pueblo como la principal finalidad del Estado y, por ello, acaba fomentando involuntariamente la rebelión. …”
Get full text

The impact of consultants’ power dynamics on clients’ self-efficacy and managerial stress by Rotem Lachmi, Batia Ben-Hador, Yael Brender-Ilan

“…Power bases in management are crucial for leaders to effectively influence their teams and achieve organizational goals. Management consultants leverage various power bases, particularly Expert and Referent power, to influence client organizations and drive change. …”
Get full text

Diabetes Risk Assessment: A Comparative Study of Decision Trees and Ensemble Learning Models by Lei Tianxing

“…The study’s experimental results demonstrate that applying Principal Component Analysis (PCA) to preprocess the data, followed by training a Random Forest (RF) model with 80% of the dataset, achieves an impressive accuracy of 89.86%. …”
Get full text

Variation in the Adsorption of Lead(II) by a Range of Electrolytic Manganese Dioxides: Chemometric Examination of Correlation with Physical Properties by Madhav P. Dahal, Geoffrey A. Lawrance, Marcel Maeder

“…A qualitative understanding of the relationship between the isotherms and the physical properties can be achieved. Adsorption of lead on partially chemically reduced EMD samples falls as the degree of reduction increases, associated with a drop in available hydrolysable surface groups with increasing degree of reduction.…”
Get full text

Pengambilan keputusan berbasis data untuk perencanaan pendidikan: strategi untuk keberhasilan kepala sekolah by M Nurzen S

“…Participants consisted of school principals, teachers, school committees, and students. …”
Get full text

Climate Smart Agriculture (CSA) for Sustainable Agriculture Nexus: A Tool for Transforming Food Systems by Turyasingura, Benson, Ayiga, Natal, Tumwesigye, Wycliffe, James, Philip Hegarty

“…CSA and SA share a common principal goal of achieving food security. It was concluded that developing countries are the worst affected by the negative impacts of climate change and don’t have the adaptive capacity to respond to climate change effects.…”
Get full text

Analysis of the surplus value of driving schools in jember regency in 2024 by Tutik Waridatul Jannah, Sukidin Sukidin, Retna Ngesti Sedyati

“…This study examines how driving schools implement the commitment of the Driving School Program (PSP) to achieve surplus value in the form of 5 interventions from the government. …”
Get full text