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Πρόβλεψη Αλληλεπίδρασης Φαρμάκων
Πρόβλεψη Αλληλεπίδρασης Φαρμάκων
machine learning
Διαίρει και βασίλευε σε πολύ μεγάλους γράφους γνώσης (Knowledge Graphs) για αποδοτικό συμπερασμό
Διαίρει και βασίλευε σε πολύ μεγάλους γράφους γνώσης (Knowledge Graphs) για αποδοτικό συμπερασμό
Complex Event Recognition (CER), distributed computing, knowledge representation and reasoning
Unsupervised complex event forecasting
Unsupervised complex event forecasting
Complex Event Recognition (CER), event recognition, machine learning
Towards Automatically Estimating AI Trustworthiness
Towards Automatically Estimating AI Trustworthiness
artificial intelligence
Time series forecasting with statistical and deep learning methods
Time series forecasting with statistical and deep learning methods
deep learning, event recognition
Survival analysis models for disease progression prediction
Survival analysis models for disease progression prediction
Prediction models, EHR analysis, Survival analysis
Supply Chain Network Design
Supply Chain Network Design
machine learning, programming languages
Semantic Indexing of Biomedical Literature
Semantic Indexing of Biomedical Literature
Semantic Indexing, Weakly Supervised Lerning, language models, Biomedical literature
Reasoning Shortcuts in Neuro-symbolic AI
Reasoning Shortcuts in Neuro-symbolic AI
artificial intelligence, machine learning
Public Goods Provision in Social Networks
Public Goods Provision in Social Networks
neural networks, programming languages
PU Learning from text (or multimodal) data with class imbalance
PU Learning from text (or multimodal) data with class imbalance
artificial intelligence, machine learning, natural language processing
Neuro-Symbolic Techniques for Safe and Robust AI
Neuro-Symbolic Techniques for Safe and Robust AI
artificial intelligence, machine learning
Neuro-symbolic planning in simple games
Neuro-symbolic planning in simple games
artificial intelligence, machine learning
Neuro-symbolic complex event forecasting
Neuro-symbolic complex event forecasting
Complex Event Recognition (CER), event recognition, machine learning
Network Flow Optimization with Graph Neural Networks
Network Flow Optimization with Graph Neural Networks
network flow optimization, machine learning, neural networks, programming languages
Link prediction (drug-protein & drug-drug interactions) on biomedical Knowledge Graphs with the use of Graph Neural Networks
Link prediction (drug-protein & drug-drug interactions) on biomedical Knowledge Graphs with the use of Graph Neural Networks
Link prediction, Knowledge graph
Leveraging Large Language Models (LLM)s to Generate Complex Event Recognition Programs
Leveraging Large Language Models (LLM)s to Generate Complex Event Recognition Programs
artificial intelligence, Complex Event Recognition (CER), event recognition, knowledge representation and reasoning, natural language processing
Joint Neural-Symbolic Training
Joint Neural-Symbolic Training
artificial intelligence, machine learning
How to ask transformers complex questions
How to ask transformers complex questions
artificial intelligence, machine learning
High performance real-time AI on streaming data
High performance real-time AI on streaming data
artificial intelligence, Complex Event Recognition (CER), event recognition, optimization
Graph-Based Auction Mechanisms
Graph-Based Auction Mechanisms
machine learning, neural networks, programming languages
Graph Neural Networks for Event Reconstruction in the KM3NeT neutrino telescope
Graph Neural Networks for Event Reconstruction in the KM3NeT neutrino telescope
Graph Analytics on Financial Data
Graph Analytics on Financial Data
data graphs, machine learning
Fine-Grained Semantic Indexing of Biomedical Literature
Fine-Grained Semantic Indexing of Biomedical Literature
Semantic Indexing, Weakly Supervised Lerning, language models, Biomedical literature
Financial narrative summarization
Financial narrative summarization
artificial intelligence, language technology, natural language processing
Consistent Complex Event Recognition (CER) over Inconsistent Data Streams
Consistent Complex Event Recognition (CER) over Inconsistent Data Streams
artificial intelligence, Complex Event Recognition (CER), event recognition, knowledge representation and reasoning
Computational approaches for effective CRISPR guide RNA design and evaluation
Computational approaches for effective CRISPR guide RNA design and evaluation
Gene therapies, guide RNA efficiency prediction
Board changes effect on companies financial status
Board changes effect on companies financial status
graph data, language technology, machine learning, natural language processing
Biomedical Question Answering
Biomedical Question Answering
Question answering, language models, Biomedical literature
A compiler for probabilistic temporal logic programs
A compiler for probabilistic temporal logic programs
artificial intelligence, machine learning
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