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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 πŸ“– Read More: mdpi.com/2504-4990/7/1/… 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

πŸ“– Read More:  mdpi.com/2504-4990/7/1/…

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a>  #ANNs #fMRI #SNNs
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πŸš€ ML & Waste Plastics Revolutionize Asphalt! β™»οΈπŸ›£οΈ ML predicts bulk-specific gravity with high accuracy, using PET, HDPE & PVC for durability & sustainability. πŸŒ±πŸ€– ANNs outperformed other models! πŸ”¬ πŸ“– Read more: mdpi.com/2504-4990/7/2/… MDPI Computer Sci & Math #MachineLearning

πŸš€ ML &amp; Waste Plastics Revolutionize Asphalt! β™»οΈπŸ›£οΈ

ML predicts bulk-specific gravity with high accuracy, using PET, HDPE &amp; PVC for durability &amp; sustainability. πŸŒ±πŸ€– ANNs outperformed other models! πŸ”¬

πŸ“– Read more: mdpi.com/2504-4990/7/2/…

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

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

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

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #InterdisciplinaryQuantification #SemanticAnalysis
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🌱 Optimizing a Double Stage Heat Transformer Performance by Levenberg–Marquardt Artificial Neural Network πŸ”₯ πŸ“– Read More: mdpi.com/2504-4990/7/2/… MDPI Computer Sci & Math #AutomaticControl #ANN

🌱 Optimizing a Double Stage Heat Transformer Performance  by Levenberg–Marquardt Artificial Neural Network πŸ”₯

πŸ“– Read More: mdpi.com/2504-4990/7/2/…

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

New Title Story in MAKE:

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

πŸ“– mdpi.com/2504-4990/7/1/…

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

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

πŸ”—Read more: mdpi.com/2504-4990/7/2/…

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

πŸ” New Research Published!

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

πŸ“– Read more: mdpi.com/2504-4990/7/2/…

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

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

πŸ”— Read: mdpi.com/2504-4990/7/1/9

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

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

πŸ”—Read more at: mdpi.com/2504-4990/7/1/…

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

πŸ“’ New MAKE Cover Paper!

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

🌱 Semilattices &gt; Trees for interpretable models
🌍 Case study: food deserts, oases &amp; swamps
πŸ“Š Algebraic ML approach

πŸ”— mdpi.com/2504-4990/7/1/5

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

πŸ“PIDQAβ€”Question Answering on Piping and Instrumentation Diagrams

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

πŸ”— mdpi.com/2504-4990/7/2/…

<a href="/ComSciMath_Mdpi/">MDPI Computer Sci & Math</a> #KnowledgeGraphs
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πŸš€ 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! πŸ”— Learn more about our Editorial Board: mdpi.com/journal/make/e… MDPI Computer Sci & Math

πŸš€ 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!

πŸ”— Learn more about our Editorial Board: mdpi.com/journal/make/e…

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

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

πŸ“– Read the full article: mdpi.com/2504-4990/7/2/…

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

πŸ“’ Top 3 most cited papers in MAKE Vol. 6, Issue 1 (Mar 2024):

1️⃣ CNNs in Medical Imaging: mdpi.com/2504-4990/6/1/…

2️⃣ Alzheimer's &amp; Deep Learning: mdpi.com/2504-4990/6/1/…

3️⃣ LLMs for Phishing Detection: mdpi.com/2504-4990/6/1/…

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

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

πŸ“– Read the full article: mdpi.com/2504-4990/6/4/…

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

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

πŸ“„ Read the full article in MAKE: mdpi.com/2504-4990/6/4/…

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

πŸ“’Leveraging Failure Modes and Effect Analysis for Technical Language Processing

πŸ”— Read more at: mdpi.com/2504-4990/7/2/…

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

πŸ” Featured Article from MAKE Journal

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

πŸ”— Read the full article: mdpi.com/2504-4990/6/4/…

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

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

πŸ“˜ Explore the paper: mdpi.com/2504-4990/6/4/…

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

New #MAKE paper! 

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

πŸ“„ Read the full article:  mdpi.com/2504-4990/7/2/…

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