Methodology

Graph Machine Learning, Exploring the Future

#Network Analysis # Network Analysis Methods # SNA # Social Network # Social Network Analysis # Social Networks # Social Network Structures # Network Structure Analysis # Graph Analysis # Graph Network Analysis

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25.04.28

Network Solution

Reinterpreting Text Data Through Graph Machine Learning

#Text Classification #Text Network #TFIDF #PMI #PointwiseMutualInformation #NLP #Deep learning #softmax #CNN #LSTM #FastText #Graph Machine Learning #GCN #TextGCN #NetMiner #Cyram

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25.04.25

Network Solution

Predicting Crime Through Graphs: A New Paradigm in Drug Crime Analysis

#Accomplice relationships #Accomplice Networks #Drug-related crimes #Crime Prediction #Big data-based crime prediction technologies #Machine learning #DicisionTree #KNN #SupportVectorMachine #BayesianNetwork #Lo

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25.04.25

Network Solution

Predicting Twitter User Tendencies with Graph Machine Learning

#Politics #PoliticalOrientation #PoliticalOrientationPrediction #SNS #Twitter #GraphMachineLearning #MachineLearning #LogisticRegression #CART #MLP #GCN #TextAnalysis #TextNetworkAnalysis #GraphAnalysis #CommunityAn

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25.04.25

Network Solution

Identifying Prognostic Genes for Cancer Through Graph Analysis

#Healthcare #KIISE #PageRank #Kmeansclusteranalysis #SNA #SocialNetworkAnalysis #NetMiner #Cyram #Gene #Poor #Good

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25.04.25

Network Solution

Predicting Investment in Startups Using Network Analysis

#Startup # Investment # Follow-on Investment # Entrepreneurship # Founder Network # Startup Ecosystem # Graph Analysis # Network Centrality # Community Analysis # Two-Mode Network # Closeness Centrality # Machine

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25.04.21

Network Solution

Identifying Leaders Through Graph-Based HR Analytics

#organizational communication # collaboration analysis # organizational management # HR # performance evaluation # leadership style and organizational performance # leadership analysis # organizational cultur

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25.04.21

Network Solution

Predicting Urban Traffic Speeds with Graph Machine Learning

#Road Traffic # GPS Data # Traffic Flow Analysis # Traffic Control # Missing Data Prediction # Smart City # Intelligent Transportation System (ITS) # GIS Analysis # Road Network # Road Graph

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25.04.21

Network Solution

Detecting Malware with Graph Neural Networks

#Malware #Classification of malware #Detection of malware #Anomaly detection #Cyber Security #Malware Sequence #Two-mode Network #Security System

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25.04.21

Network Solution

Credit Scoring with Graph Intelligence

#Finance # FinTech # Credit Scoring # Graph Machine Learning # GNN # Graph Neural Networks # Network Analysis # Predictive Models # Feature Importance # Centrality # Community Detection

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25.04.18

Network Solution

R&D Strategy: What is the next innovative technology?

#Technological convergence #NTIS #SNA #Social Network Analysis #NetMiner #Cyram #R&D project #R&D performance

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25.02.28

Network Solution

R&D Strategy: Mapping your innovation ecosystem and fund flows

#R&D project #R&D performance #Collaborative network #NTIS #SNA #Social Network Analysis #NetMiner

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25.02.27