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Nested Pattern Detection and Unidimensional Process Characterization
Published 2024-09-01Get full text
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Intrusion Alert Analysis Method for Power Information Communication Networks Based on Data Processing Units
Published 2025-06-01Get full text
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Information Technology Advancements Shaping the Evolution of Modern Accounting Systems
Published 2024-03-01“…This research explores the significant influence of advancements in information technology on the development of modern accounting systems. …”
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Long short‐term memory on abstract syntax tree for SQL injection detection
Published 2021-04-01Get full text
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SGIR-Tree: Integrating R-Tree Spatial Indexing as Subgraphs in Graph Database Management Systems
Published 2024-09-01“…This study proposes a spatial index called Subgraph Integrated R-Tree (SGIR-Tree) for efficient spatial query processing in GDBMSs. …”
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HPG-Tree: An Enhanced <italic>B<sup>+</sup></italic>-Tree for Spatial Indexing
Published 2025-01-01“…In modern applications such as geographic information systems, game development, and image processing, the demand for efficient two-dimensional spatial indexing is rising exponentially. …”
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AI-Based Load Balancing Using Decision Tree Regressor for Parallel Matrix Computation in Cloud Environments
Published 2025-08-01“… Cloud computing is an evolving technology of current information systems that supports dynamic sharing and elastic provision of resources and services. …”
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Selecting learning partners: memory for participation and competence
Published 2025-08-01Subjects: Get full text
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Informational Approaches in Modelling Social and Economic Relations: Study on Migration and Access to Services in the European Union
Published 2025-06-01“…The applied methodology includes attribute distribution analysis, identification of hidden patterns through clustering algorithms (K-Means and Expectation-Maximisation) and training of classifiers using regression decision trees with linear leaf models (M5P) corresponding to interdependent data processing and integration modules, exploratory analysis module, machine learning and decision-making modules, oriented to support public policies through explainable scenarios and predictive-evaluative structures. …”
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Guided Decision Tree: A Tool to Interactively Create Decision Trees Through Visualization of Subsequent LDA Diagrams
Published 2024-11-01“…Conversely, interactive visualization methods have proven to be effective in gaining insights from data, as they incorporate the researcher’s criteria into the analysis process. In an effort to combine both methodologies, we have developed a tool to manually build decision trees according to subsequent visualizations of data mapping after applying linear discriminant analysis in combination with Star Coordinates in order to analyze the importance of each feature in the separation. …”
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Optimized Time-domain Feature Extraction for Early Onset Diagnosis of Parkinson Disease From EEG Signals
Published 2025-07-01“…Objectives: This study aims to develop a diagnostic method for PD by combining signal processing techniques with machine learning (ML) algorithms. …”
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Achieving Online and Scalable Information Integrity by Harnessing Social Spam Correlations
Published 2023-01-01“…The key insight in our approach is to amplify the effectiveness of state-of-the-art techniques to detect inappropriate posts by enabling the efficient large-scale propagation of detection information across domains. The novelty of our design lies in three key components: (1) a decentralized distributed hash-table-based tree overlay deployment for harvesting and uncovering deceptive information spreading in multiple online social networks communities; (2) a progressive aggregation tree for collecting the properties of these posts and creating new classifiers to actively filter out the propagation of inappropriate posts; and (3) a group communication structure that allows multiple groups to exchange the correlations among distributed social data sources. …”
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Complexity analysis and practical resolution of the data classification problem with private characteristics
Published 2025-05-01“…Interactive questioning processes are constructed for this purpose, which requires generalizing the notion of decision trees to account the amount of desired and undesired information retrieved for each branch of the plan. …”
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ResTreeNet: A Height-Aware LiDAR Tree Classification Model With Explainable AI for Forestry Applications
Published 2025-01-01“…Light detection and ranging (LiDAR) technology, capturing highly detailed 3D structural information of vegetation, has become a powerful tool for automated tree classification. …”
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