Daniel Stamate

63 papers A 1B 7C 9Misc 4Journal 13Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Balancing accuracy and Interpretability: An R package assessing complex relationships beyond the Cox model and applications to clinical prediction. Int. J. Medical Informatics Diana Shamsutdinova, Daniel Stamate, Daniel Stahl
2025	—	`conf`	Classifying Cognitive States of Alzheimer's Disease with Machine Learning Using Digital Biomarkers from the Bio-Hermes Study Cohort. AIAI (4) Eoin Houstoun, Daniel Stamate, Henry Musto, David Reeves, Catharine Morgan, Roxana Hutanu, Kalliopi Mavromati, Dorina Cadar, Daniel Stahl
2025	—	`conf`	Proteomics, Neuropsychological and Demographics Multimodal Machine Learning Approach to Alzheimer's Disease Prediction on the Bio-Hermes Study Cohort. AIAI (4) Henry Musto, Daniel Stamate, David Reeves, Catharine Morgan, Roxana Hutanu, Kalliopi Mavromati, Dorina Cadar, Daniel Stahl
2024	C	`conf`	Ensembles of Bidirectional LSTM and GRU Neural Nets for Predicting Mother-Infant Synchrony in Videos. EANN Daniel Stamate, Pradyumna Davuloori, Doina Logofatu, Evelyne Mercure, Caspar Addyman, Mark Tomlinson
2024	—	`conf`	Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling. ICANN (8) Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl
2024	J	`jnl`	Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling. CoRR Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl
2024	C	`conf`	Variational Encoder Based Synthetic Alzheimer's Data Generation for Deep Learning, XGBoost and Statistical Survival Analysis. ICMLA Henry Musto, Daniel Stamate, Daniel Stahl
2023	J	`jnl`	A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease. CoRR Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2023	B	`conf`	Joint Decision Making in Ant Colony Systems for Solving the Multiple Traveling Salesman Problem. KES Mihaela Breaban, Raluca Necula, Dorel Lucanu, Daniel Stamate
2023	—	`conf`	On a Survival Gradient Boosting, Neural Network and Cox PH Based Approach to Predicting Dementia Diagnosis Risk on ADNI. BIBM Henry Musto, Daniel Stamate, Doina Logofatu, Lahcen Ouarbya
2023	B	`conf`	Predicting Alzheimer's Disease Diagnosis Risk Over Time with Survival Machine Learning on the ADNI Cohort. ICCCI Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2023	J	`jnl`	Predicting Alzheimers Disease Diagnosis Risk over Time with Survival Machine Learning on the ADNI Cohort. CoRR Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2023	—	`conf`	Predicting Colour Reflectance with Gradient Boosting and Deep Learning. AIAI (1) Asei Akanuma, Daniel Stamate, J. Mark Bishop
2023	—	`conf`	Predicting High vs Low Mother-Baby Synchrony with GRU-Based Ensemble Models. ICANN (9) Daniel Stamate, Riya Haran, Karolina Rutkowska, Pradyumna Davuloori, Evelyne Mercure, Caspar Addyman, Mark Tomlinson
2023	J	`jnl`	Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort. CoRR Daniel Stamate, Henry Musto, Olesya Ajnakina, Daniel Stahl
2022	—	`conf`	A Neural Network Approach to Estimating Color Reflectance with Product Independent Models. ICANN (3) Asei Akanuma, Daniel Stamate
2022	—	`conf`	Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes. AIAI (2) Diana Shamsutdinova, Daniel Stamate, Angus Roberts, Daniel Stahl
2022	—	`conf`	Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort. AIAI (Workshops) Daniel Stamate, Henry Musto, Olesya Ajnakina, Daniel Stahl
2021	C	`conf`	A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease. ICMLA Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2021	Misc	`conf`	A Two-Step Optimised BERT-Based NLP Algorithm for Extracting Sentiment from Financial News. AIAI Rapheal Olaniyan, Daniel Stamate, Ida M. Pu
2021	C	`conf`	Creating Ensembles of Generative Adversarial Network Discriminators for One-Class Classification. EANN Mihai Ermaliuc, Daniel Stamate, George D. Magoulas, Ida M. Pu
2021	—	`conf`	Predicting risk of dementia with machine learning and survival models using routine primary care records. BIBM John Langham, Daniel Stamate, Charlotte A. Wu, Fionn Murtagh, Catharine Morgan, David Reeves, Darren Ashcroft, Evangelos Kontopantelis, Brian McMillan
2020	—	`conf`	Applying Deep Learning to Predicting Dementia and Mild Cognitive Impairment. AIAI (2) Daniel Stamate, Richard Smith, Ruslan Tsygancov, Rostislav Vorobev, John Langham, Daniel Stahl, David Reeves
2020	J	`jnl`	Particle swarm optimization algorithms for autonomous robots with deterministic leaders using space filling movements. Evol. Syst. Doina Logofatu, Gil Sobol, Christina Andersson, Daniel Stamate, Kristiyan Balabanov, Tymoteusz Cejrowski
2019	J	`jnl`	A regime-switching recurrent neural network model applied to wind time series. Appl. Soft Comput. Nikolay Y. Nikolaev, Evgueni N. Smirnov, Daniel Stamate, Robert Zimmer
2019	—	`conf`	Predicting S&P 500 Based on Its Constituents and Their Social Media Derived Sentiment. ICCCI (1) Rapheal Olaniyan, Daniel Stamate, Ida M. Pu, Alexander Zamyatin, Anna Vashkel, Frédéric Maréchal
2018	C	`conf`	A Machine Learning Framework for Predicting Dementia and Mild Cognitive Impairment. ICMLA Daniel Stamate, Wajdi Alghamdi, Jeremy Ogg, Richard Hoile, Fionn Murtagh
2018	—	`conf`	A New Machine Learning Framework for Understanding the Link Between Cannabis Use and First-Episode Psychosis. eHealth Wajdi Alghamdi, Daniel Stamate, Daniel Stahl, Alexander Zamyatin, Robin M. Murray, Marta Di Forti
2018	Misc	`conf`	Can Artificial Neural Networks Predict Psychiatric Conditions Associated with Cannabis Use? AIAI Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Alexander Zamyatin, Robin M. Murray, Marta Di Forti
2018	B	`conf`	Data Science Challenges in Computational Psychiatry and Psychiatric Research. DSAA Daniel Stahl, Daniel Stamate
2018	—	`conf`	On XLE Index Constituents' Social Media Based Sentiment Informing the Index Trend and Volatility Prediction. ICCCI (2) Frédéric Maréchal, Daniel Stamate, Rapheal Olaniyan, Jiri Marek
2018	Misc	`conf`	PIDT: A Novel Decision Tree Algorithm Based on Parameterised Impurities and Statistical Pruning Approaches. AIAI Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Doina Logofatu, Alexander Zamyatin
2018	—	`conf`	Predicting First-Episode Psychosis Associated with Cannabis Use with Artificial Neural Networks and Deep Learning. IPMU (3) Daniel Stamate, Wajdi Alghamdi, Daniel Stahl, Ida M. Pu, Fionn Murtagh, Danielle Belgrave, Robin M. Murray, Marta Di Forti
2017	—	`conf`	A Novel Space Filling Curves Based Approach to PSO Algorithms for Autonomous Agents. ICCCI (1) Doina Logofatu, Gil Sobol, Daniel Stamate, Kristiyan Balabanov
2017	C	`conf`	Particle Swarm Optimization Algorithms for Autonomous Robots with Leaders Using Hilbert Curves. EANN Doina Logofatu, Gil Sobol, Daniel Stamate
2017	C	`conf`	Predicting Psychosis Using the Experience Sampling Method with Mobile Apps. ICMLA Daniel Stamate, Andrea Katrinecz, Wajdi Alghamdi, Daniel Stahl, Philippe Delespaul, Jim van Os, Sinan Guloksuz
2017	C	`conf`	Predictive Modelling Strategies to Understand Heterogeneous Manifestations of Asthma in Early Life. ICMLA Danielle Belgrave, Rachel Cassidy, Daniel Stamate, Adnan Custovic, Louise Fleming, Andrew Bush, Sejal Saglani
2016	C	`conf`	A Prediction Modelling and Pattern Detection Approach for the First-Episode Psychosis Associated to Cannabis Use. ICMLA Wajdi Alghamdi, Daniel Stamate, Katherine Vang, Daniel Stahl, Marco Colizzi, Giada Tripoli, Diego Quattrone, Olesya Ajnakina, Robin M. Murray, Marta Di Forti
2015	B	`conf`	Sentiment and stock market volatility predictive modelling - A hybrid approach. DSAA Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu
2015	—	`conf`	Social Web-Based Anxiety Index's Predictive Information on S&P 500 Revisited. SLDS Rapheal Olaniyan, Daniel Stamate, Doina Logofatu
2014	J	`jnl`	Improving time-efficiency in blocking expanding ring search for mobile ad hoc networks. J. Discrete Algorithms Ida M. Pu, Daniel Stamate, Yuji Shen
2014	Misc	`conf`	Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce. AIAI Doina Logofatu, Daniel Stamate
2012	—	`conf`	Imperfect Information Fusion Using Rules with Bilattice Based Fixpoint Semantics. IPMU (3) Daniel Stamate, Ida M. Pu
2012	—	`conf`	Quantitative Semantics for Uncertain Knowledge Bases. IPMU (3) Daniel Stamate
2010	—	`conf`	Queries with Multivalued Logic-Based Semantics for Imperfect Information Fusion. ISMVL Daniel Stamate
2009	—	`conf`	A Bilattice Based Fixed Point Semantics for Integrating Imperfect Information. FICS Daniel Stamate
2008	—	`conf`	Default Reasoning with Imperfect Information in Multivalued Logics. ISMVL Daniel Stamate
2007	—	`conf`	Reduction in Dimensions and Clustering Using Risk and Return Model. AINA Workshops (1) Sayed W. Qaiyumi, Daniel Stamate
2006	—	`conf`	Assumption based multi-valued semantics for extended logic programs. ISMVL Daniel Stamate
2004	J	`jnl`	Hypothesis-based semantics of logic programs in multivalued logics. ACM Trans. Comput. Log. Yann Loyer, Nicolas Spyratos, Daniel Stamate
2003	J	`jnl`	Parametrized semantics of logic programs--a unifying framework. Theor. Comput. Sci. Yann Loyer, Nicolas Spyratos, Daniel Stamate
2001	J	`jnl`	Hypotheses Founded Semantics of Logic Programs for Information Integration in Multi-Valued Logics CoRR Yann Loyer, Nicolas Spyratos, Daniel Stamate
2000	J	`jnl`	Computing and Comparing Semantics of Programs in Multi-valued Logics CoRR Yann Loyer, Nicolas Spyratos, Daniel Stamate
2000	—	`conf`	Hypothesis Support for Information Integration in Four-Valued Logics. IFIP TCS Yann Loyer, Nicolas Spyratos, Daniel Stamate
2000	—	`conf`	Integration of Information in Four-Valued Logics under Non-Uniform Assumptions. ISMVL Yann Loyer, Nicolas Spyratos, Daniel Stamate
2000	—	`conf`	Test d'hypothèses pour l'intégration d'information en logique à quatre valeurs. JFPLC Yann Loyer, Nicolas Spyratos, Daniel Stamate
1999	B	`conf`	Computing and Comparing Semantics of Programs in Four-Valued Logics. MFCS Yann Loyer, Nicolas Spyratos, Daniel Stamate
1998	—	`conf`	Unification des sémantiques usuelles de programmes logiques. JFPLC Yann Loyer, Nicolas Spyratos, Daniel Stamate
1997	A	`conf`	Semantics and Containment with Internal and External Conjunctions. ICDT Gösta Grahne, Nicolas Spyratos, Daniel Stamate
1996	—	`conf`	Bases de données avec informations incertaines. Sémantique et mises à jour. JFPLC Nicolas Spyratos, Daniel Stamate
1994	B	`conf`	A General Model for the Answer-Perturbation Techniques. SSDBM Daniel Stamate, Henri Luchian, Ben Paechter
1992	J	`jnl`	A User-Oriented Approach for the Protection of Statistical Databases. Sci. Ann. Cuza Univ. Henri Luchian, Daniel Stamate
1992	B	`conf`	Statistical Protection for Statistical Databases. SSDBM Henri Luchian, Daniel Stamate