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Machine Learning and Knowledge Extraction (ISSN 2504-4990) is a peer-reviewed, #scholarly #openaccess journal focus on #machinelearning and applications.

ID: 897332207131295744

linkhttp://www.mdpi.com/journal/make/editors calendar_today15-08-2017 05:40:44

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Title Story in MAKE Journal: Decoding Mental States in Social Cognition: Insights from Explainable AI on HCP fMRI Data ๐Ÿ“– Read More: mdpi.com/2504-4990/7/1/โ€ฆ MDPI Computer Sci & Math #ANNs #fMRI #SNNs

Title Story in MAKE Journal: Decoding Mental States in Social Cognition: Insights from Explainable AI on HCP fMRI Data

๐Ÿ“– Read More:  mdpi.com/2504-4990/7/1/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a>  #ANNs #fMRI #SNNs
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๐Ÿš€ ML & Waste Plastics Revolutionize Asphalt! โ™ป๏ธ๐Ÿ›ฃ๏ธ ML predicts bulk-specific gravity with high accuracy, using PET, HDPE & PVC for durability & sustainability. ๐ŸŒฑ๐Ÿค– ANNs outperformed other models! ๐Ÿ”ฌ ๐Ÿ“– Read more: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #MachineLearning

๐Ÿš€ ML &amp; Waste Plastics Revolutionize Asphalt! โ™ป๏ธ๐Ÿ›ฃ๏ธ

ML predicts bulk-specific gravity with high accuracy, using PET, HDPE &amp; PVC for durability &amp; sustainability. ๐ŸŒฑ๐Ÿค– ANNs outperformed other models! ๐Ÿ”ฌ

๐Ÿ“– Read more: mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #MachineLearning
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๐Ÿ” Quantifying Interdisciplinarity in Scientific Articles Using Deep Learning Toward a TRIZ-Based Framework for Cross-Disciplinary Innovation ๐Ÿ“– Read more: mdpi.com/2504-4990/7/1/7 MDPI Computer Sci & Math #InterdisciplinaryQuantification #SemanticAnalysis

๐Ÿ” Quantifying Interdisciplinarity in Scientific Articles  Using Deep Learning Toward a TRIZ-Based Framework for Cross-Disciplinary  Innovation

๐Ÿ“– Read more: mdpi.com/2504-4990/7/1/7

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #InterdisciplinaryQuantification #SemanticAnalysis
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๐ŸŒฑ Optimizing a Double Stage Heat Transformer Performance by Levenbergโ€“Marquardt Artificial Neural Network ๐Ÿ”ฅ ๐Ÿ“– Read More: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #AutomaticControl #ANN

๐ŸŒฑ Optimizing a Double Stage Heat Transformer Performance  by Levenbergโ€“Marquardt Artificial Neural Network ๐Ÿ”ฅ

๐Ÿ“– Read More: mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #AutomaticControl #ANN
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New Title Story in MAKE: ๐Ÿš€ Investigating the Performance of Retrieval-Augmented Generation and Domain-Specific Fine-Tuning for the Development of AI-Driven Knowledge-Based Systems ๐Ÿ“– mdpi.com/2504-4990/7/1/โ€ฆ MDPI Computer Sci & Math #NLP #DeepLearning #LargeLanguageModel

New Title Story in MAKE:

๐Ÿš€ Investigating the Performance of Retrieval-Augmented  Generation and Domain-Specific Fine-Tuning for the Development of  AI-Driven Knowledge-Based Systems

๐Ÿ“– mdpi.com/2504-4990/7/1/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #NLP #DeepLearning #LargeLanguageModel
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๐Ÿ”’ RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup ๐Ÿ”—Read more: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #IntellectualProperty #Cybersecurity

๐Ÿ”’ RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup

๐Ÿ”—Read more: mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #IntellectualProperty #Cybersecurity
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๐Ÿ” New Research Published! ๐Ÿ“„ Leveraging LLMs for Non-Security Experts in Threat Hunting: Detecting Living off the Land Techniques ๐Ÿ“– Read more: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #LLMs #SecurityAutomation #AI

๐Ÿ” New Research Published!

๐Ÿ“„ Leveraging LLMs for Non-Security Experts in Threat Hunting: Detecting Living off the Land Techniques

๐Ÿ“– Read more: mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #LLMs #SecurityAutomation #AI
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๐Ÿ“„ Title Story in MAKE: Enhancing Consumer Agent Modeling Through Openness-Based Consumer Traits and Inverse Clustering ๐Ÿ”— Read: mdpi.com/2504-4990/7/1/9 MDPI Computer Sci & Math #ConsumerEvaluation #ArtificialAgents #InverseClustering

๐Ÿ“„ Title Story in MAKE: Enhancing Consumer Agent Modeling Through Openness-Based Consumer Traits and Inverse Clustering

๐Ÿ”— Read: mdpi.com/2504-4990/7/1/9

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #ConsumerEvaluation #ArtificialAgents #InverseClustering
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๐Ÿง Title story in MAKE: Unsupervised Word Sense Disambiguation Using Transformer's Attention Mechanism ๐Ÿ”—Read more at: mdpi.com/2504-4990/7/1/โ€ฆ MDPI Computer Sci & Math #CoRoLa #BERT #Transformer

๐Ÿง Title story in MAKE: Unsupervised Word Sense Disambiguation Using Transformer's Attention Mechanism

๐Ÿ”—Read more at: mdpi.com/2504-4990/7/1/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #CoRoLa #BERT #Transformer
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๐Ÿ“ข New MAKE Cover Paper! "Better than Trees: Applying Semilattices to Balance Accuracy & Complexity in ML" ๐ŸŒฑ Semilattices > Trees for interpretable models ๐ŸŒ Case study: food deserts, oases & swamps ๐Ÿ“Š Algebraic ML approach ๐Ÿ”— mdpi.com/2504-4990/7/1/5 MDPI Computer Sci & Math

๐Ÿ“ข New MAKE Cover Paper!

"Better than Trees: Applying Semilattices to Balance Accuracy &amp; Complexity in ML"

๐ŸŒฑ Semilattices &gt; Trees for interpretable models
๐ŸŒ Case study: food deserts, oases &amp; swamps
๐Ÿ“Š Algebraic ML approach

๐Ÿ”— mdpi.com/2504-4990/7/1/5

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a>
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๐Ÿ“PIDQAโ€”Question Answering on Piping and Instrumentation Diagrams ๐Ÿ”ง PIDQA transforms engineering diagrams into queryable graphs, enabling natural language QA with GPT-3.5 for design validation and audits. ๐Ÿ”— mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #KnowledgeGraphs

๐Ÿ“PIDQAโ€”Question Answering on Piping and Instrumentation Diagrams

๐Ÿ”ง PIDQA transforms engineering diagrams into queryable graphs, enabling natural language QA with GPT-3.5 for design validation and audits.

๐Ÿ”— mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #KnowledgeGraphs
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๐Ÿš€ We are delighted to welcome Prof. Guoqing Chao as a new Editorial Board Member of MAKE! We look forward to working with Prof. Chao and benefiting from his experience and insights! ๐Ÿ”— Learn more about our Editorial Board: mdpi.com/journal/make/eโ€ฆ MDPI Computer Sci & Math

๐Ÿš€ We are delighted to welcome Prof. Guoqing Chao as a new Editorial Board Member of MAKE!

We look forward to working with Prof. Chao and benefiting from his experience and insights!

๐Ÿ”— Learn more about our Editorial Board: mdpi.com/journal/make/eโ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a>
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๐Ÿ” Knowledge Graphs and Their Reciprocal Relationship with Large Language Models ๐Ÿ“– Read the full article: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #KnowledgeGraphs #LLM #MachineLearning

๐Ÿ” Knowledge Graphs and Their Reciprocal Relationship with Large Language Models

๐Ÿ“– Read the full article: mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #KnowledgeGraphs #LLM #MachineLearning
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๐Ÿ“ข Top 3 most cited papers in MAKE Vol. 6, Issue 1 (Mar 2024): 1๏ธโƒฃ CNNs in Medical Imaging: mdpi.com/2504-4990/6/1/โ€ฆ 2๏ธโƒฃ Alzheimer's & Deep Learning: mdpi.com/2504-4990/6/1/โ€ฆ 3๏ธโƒฃ LLMs for Phishing Detection: mdpi.com/2504-4990/6/1/โ€ฆ MDPI Computer Sci & Math #AI #LLM #MedicalImaging

๐Ÿ“ข Top 3 most cited papers in MAKE Vol. 6, Issue 1 (Mar 2024):

1๏ธโƒฃ CNNs in Medical Imaging: mdpi.com/2504-4990/6/1/โ€ฆ

2๏ธโƒฃ Alzheimer's &amp; Deep Learning: mdpi.com/2504-4990/6/1/โ€ฆ

3๏ธโƒฃ LLMs for Phishing Detection: mdpi.com/2504-4990/6/1/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #AI #LLM #MedicalImaging
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๐Ÿ” Automatic Extraction and Visualization of Interaction Networks for German Fairy Tales ๐Ÿ“– Read the full article: mdpi.com/2504-4990/6/4/โ€ฆ MDPI Computer Sci & Math #NLP #SocialNetworks #SpeakerAttribution

๐Ÿ” Automatic Extraction and Visualization of Interaction Networks for German Fairy Tales

๐Ÿ“– Read the full article: mdpi.com/2504-4990/6/4/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #NLP #SocialNetworks #SpeakerAttribution
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๐Ÿ’ก Advancing Life Cycle Assessment of Sustainable Green Hydrogen Production Using Domain-Specific Fine-Tuning by Large Language Models Augmentation ๐Ÿ“„ Read the full article in MAKE: mdpi.com/2504-4990/6/4/โ€ฆ MDPI Computer Sci & Math #GreenHydrogen #MachineLearning

๐Ÿ’ก Advancing Life Cycle Assessment of  Sustainable Green Hydrogen Production Using Domain-Specific Fine-Tuning  by Large Language Models Augmentation

๐Ÿ“„ Read the full article in MAKE: mdpi.com/2504-4990/6/4/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #GreenHydrogen #MachineLearning
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๐Ÿ“ขLeveraging Failure Modes and Effect Analysis for Technical Language Processing ๐Ÿ”— Read more at: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #NLP #Reliability

๐Ÿ“ขLeveraging Failure Modes and Effect Analysis for Technical Language Processing

๐Ÿ”— Read more at: mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #NLP #Reliability
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๐Ÿ” Featured Article from MAKE Journal ๐Ÿง  A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia ๐Ÿ”— Read the full article: mdpi.com/2504-4990/6/4/โ€ฆ MDPI Computer Sci & Math #DeploymentPattern #RiskAssessment

๐Ÿ” Featured Article from MAKE Journal

๐Ÿง  A Review on Machine Learning Deployment Patterns and Key Features in the Prediction of Preeclampsia

๐Ÿ”— Read the full article: mdpi.com/2504-4990/6/4/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #DeploymentPattern #RiskAssessment
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๐Ÿ” Adaptive AI Alignment: Established Resources for Aligning Machine Learning with Human Intentions and Values in Changing Environments ๐Ÿ“˜ Explore the paper: mdpi.com/2504-4990/6/4/โ€ฆ MDPI Computer Sci & Math #ActiveInference #AdaptiveBehavior #Entropy

๐Ÿ” Adaptive AI Alignment: Established Resources  for Aligning Machine Learning with Human Intentions and Values in  Changing Environments

๐Ÿ“˜ Explore the paper: mdpi.com/2504-4990/6/4/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #ActiveInference #AdaptiveBehavior #Entropy
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New #MAKE paper! ๐Ÿซ€ AI (UMAP+K-means) segments patients for nuanced cardiac risk assessment beyond binary labels. For personalized prevention. ๐Ÿ“„ Read the full article: mdpi.com/2504-4990/7/2/โ€ฆ MDPI Computer Sci & Math #AI #Cardiology

New #MAKE paper! 

๐Ÿซ€ AI (UMAP+K-means) segments patients for nuanced cardiac risk assessment beyond binary labels. For personalized prevention. 

๐Ÿ“„ Read the full article:  mdpi.com/2504-4990/7/2/โ€ฆ

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #AI #Cardiology