Crina Grosan

109 papers B 9C 8Misc 10Journal 43Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Bayesian Network model of pregnancy outcomes for England and Wales.
Comput. Biol. Medicine
Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grosan, Martin Neil, Louise Rose, Norman E. Fenton
2025 B conf
Comparative Analysis of Deep Learning Models for Human Movement Assessment in Physical Rehabilitation.
ICCP
Camelia Lazar, Crina Grosan, Maria-Iuliana Bocicor
2025 J jnl
Explainable AI: definition and attributes of a good explanation for health AI.
AI Ethics
Evangelia Kyrimi, Scott McLachlan, Jared M. Wohlgemut, Zane B. Perkins, David A. Lagnado, William Marsh, Alexander Gimson, Ali Shafti, Ari Ercole, Amitava Banerjee, Ben Glocker, Burkhard Schafer, Constantine Gatsonis, Crina Grosan, Danielle Sent, David S. Berman, David Glass, Declan P. O'Regan, Dimitrios Letsios, Dylan Morrissey, Erhan Pisirir, Francesco Leofante, Hamit Soyel, Jon Williamson, Keri Grieman, Kudakwashe Dube, Max Marsden, Myura Nagendran, Nigel Tai, Olga Kostopoulou, Owain Jones, Paul Curzon, Rebecca S. Stoner, Sankalp Tandle, Shalmali Joshi, Somayyeh Mossadegh, Stefan Buijsman, Tim Miller, Vince Istvan Madai
2025 B conf
Healthcare Bias in AI: A Systematic Literature Review.
ENASE
Andrada-Mihaela-Nicoleta Moldovan, Andreea Vescan, Crina Grosan
2024 — conf
Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales.
BIOSTEC (2)
Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grosan, Martin Neil, Louise Rose, Norman E. Fenton
2024 J jnl
Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs.
Artif. Intell. Medicine
Chuqiao Zhang, Crina Grosan, Dalia Chakrabarty
2024 J jnl
Individualised recovery trajectories of patients with impeded mobility, using distance between probability distributions of learnt graphs.
CoRR
Chuqiao Zhang, Crina Grosan, Dalia Chakrabarty
2023 J jnl
A new genetic algorithm method based on statistical-based replacement for the training of multiplicative neuron model artificial neural networks.
J. Supercomput.
Erol Egrioglu, Crina Grosan, Eren Bas
2023 J jnl
Sentiment Analysis of Multilingual Dataset of Bahraini Dialects, Arabic, and English.
Data
Thuraya M. Omran, Baraa T. Sharef, Crina Grosan, Yongmin Li
2023 J jnl
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach.
Data Knowl. Eng.
Thuraya M. Omran, Baraa T. Sharef, Crina Grosan, Yongmin Li
2021 J jnl
Classifying action correctness in physical rehabilitation exercises.
CoRR
Alina Dana Miron, Crina Grosan
2021 J jnl
Evolving Digital Circuits for the Knapsack Problem.
CoRR
Mihai Oltean, Crina Grosan, Mihaela Oltean
2021 J jnl
Evolving Evolutionary Algorithms using Multi Expression Programming.
CoRR
Mihai Oltean, Crina Grosan
2021 J jnl
Improving patient rehabilitation performance in exercise games using collaborative filtering approach.
PeerJ Comput. Sci.
Waidah Ismail, Ismail Ahmed Al-Qasem Al-Hadi, Crina Grosan, Rimuljo Hendradi
2021 J jnl
IntelliRehabDS (IRDS) - A Dataset of Physical Rehabilitation Movements.
Data
Alina Dana Miron, Noureddin Sadawi, Waidah Ismail, Hafez Hussain, Crina Grosan
2021 J jnl
Optimizing the setting of medical interactive rehabilitation assistant platform to improve the performance of the patients: A case study.
Artif. Intell. Medicine
Niayesh Gharaei, Waidah Ismail, Crina Grosan, Rimuljo Hendradi
2021 J jnl
Using Traceless Genetic Programming for Solving Multiobjective Optimization Problems.
CoRR
Mihai Oltean, Crina Grosan
2019 — conf
Gesture Correctness Estimation with Deep Neural Networks and Rough Path Descriptors.
ICDM Workshops
Noureddin Sadawi, Alina Dana Miron, Waidah Ismail, Hafez Hussain, Crina Grosan
2019 J jnl
Multi-task learning with a natural metric for quantitative structure activity relationship learning.
J. Cheminformatics
Noureddin Sadawi, Iván Olier, Joaquin Vanschoren, Jan N. van Rijn, Jeremy Besnard, G. Richard J. Bickerton, Crina Grosan, Larisa N. Soldatova, Ross D. King
2018 J jnl
Experienced Gray Wolf Optimization Through Reinforcement Learning and Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Eid Emary, Hossam M. Zawbaa, Crina Grosan
2018 J jnl
High order fuzzy time series method based on pi-sigma neural network.
Eng. Appl. Artif. Intell.
Eren Bas, Crina Grosan, Erol Egrioglu, Ufuk Yolcu
2018 J jnl
Large-dimensionality small-instance set feature selection: A hybrid bio-inspired heuristic approach.
Swarm Evol. Comput.
Hossam M. Zawbaa, Eid Emary, Crina Grosan, Václav Snásel
2018 J jnl
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery.
Mach. Learn.
Iván Olier, Noureddin Sadawi, G. Richard J. Bickerton, Joaquin Vanschoren, Crina Grosan, Larisa N. Soldatova, Ross D. King
2018 J jnl
Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite.
IEEE Trans. Evol. Comput.
Miqing Li, Crina Grosan, Shengxiang Yang, Xiaohui Liu, Xin Yao
2017 J jnl
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery.
CoRR
Iván Olier, Noureddin Sadawi, G. Richard J. Bickerton, Joaquin Vanschoren, Crina Grosan, Larisa N. Soldatova, Ross D. King
2016 — book
Applications of Intelligent Optimization in Biology and Medicine - Current Trends and Open Problems
Applications of Intelligent Optimization in Biology and Medicine
Aboul Ella Hassanien, Crina Grosan, Mohamed Fahmy Tolba
2015 J jnl
A Collection of Challenging Optimization Problems in Science, Engineering and Economics.
CoRR
Dhagash Mehta, Crina Grosan
2015 B conf
A collection of challenging optimization problems in science, engineering and economics.
CEC
Dhagash Mehta, Crina Grosan
2015 J jnl
Computational models for inferring biochemical networks.
Neural Comput. Appl.
Silvia Rausanu, Crina Grosan, Zujian Wu, Ovidiu Parvu, Ramona Stoica, David R. Gilbert
2015 — conf
Meta-QSAR: Learning How to Learn QSARs.
MetaSel@PKDD/ECML
Iván Olier, Crina Grosan, Noureddin Sadawi, Larisa N. Soldatova, Ross D. King
2014 J jnl
A hierarchical network model for epidemic spreading. Analysis of A/H1N1 virus spreading in Romania.
Appl. Math. Comput.
Silvia Rausanu, Crina Grosan
2014 — conf
Feature Subset Selection Approach by Gray-Wolf Optimization.
AECIA
Eid Emary, Hossam M. Zawbaa, Crina Grosan, Abul Ella Hassenian
2013 — conf
Empirical Study of Computational Intelligence Strategies for Biochemical Systems Modelling.
NICSO
Zujian Wu, Crina Grosan, David R. Gilbert
2013 B conf
Evolving biochemical systems.
IEEE Congress on Evolutionary Computation
Silvia Rausanu, Crina Grosan, Zujian Wu, Ovidiu Parvu, David R. Gilbert
2011 C conf
A hybrid evolutionary multiobjective approach for the dynamic component selection problem.
HIS
Andreea Vescan, Crina Grosan, Shengxiang Yang
2011 J jnl
A line search approach for high dimensional function optimization.
Telecommun. Syst.
Crina Grosan, Ajith Abraham, Aboul Ella Hassanien
2011 — book
Intelligent Systems - A Modern Approach
Crina Grosan, Ajith Abraham
2011 J jnl
Optimal gain tuning of PI speed controller in induction motor drives using particle swarm optimization.
Log. J. IGPL
Radha Thangaraj, Thanga Raj Chelliah, Millie Pant, Ajith Abraham, Crina Grosan
2010 J jnl
Approximating Pareto frontier using a hybrid line search approach.
Inf. Sci.
Crina Grosan, Ajith Abraham
2009 J jnl
A novel global optimization technique for high dimensional functions.
Int. J. Intell. Syst.
Crina Grosan, Ajith Abraham
2009 J jnl
Designing resilient networks using multicriteria metaheuristics.
Telecommun. Syst.
Crina Grosan, Ajith Abraham, Aboul Ella Hassanien
2009 B conf
Differential Evolution with Laplace mutation operator.
IEEE Congress on Evolutionary Computation
Millie Pant, Radha Thangaraj, Ajith Abraham, Crina Grosan
2009 J jnl
Genetic Programming with Linear Representation: a Survey.
Int. J. Artif. Intell. Tools
Mihai Oltean, Crina Grosan, Laura Diosan, Cristina Mihaila
2009 C conf
Hierarchical Takagi-Sugeno Models for Online Security Evaluation Systems.
IAS
Ajith Abraham, Crina Grosan, Hongbo Liu, Yuehui Chen
2009 J jnl
Online hybrid traffic classifier for Peer-to-Peer systems based on network processors.
Appl. Soft Comput.
Zhenxiang Chen, Bo Yang, Yuehui Chen, Ajith Abraham, Crina Grosan, Lizhi Peng
2009 — conf
Programming Risk Assessment Models for Online Security Evaluation Systems.
UKSim
Ajith Abraham, Crina Grosan, Václav Snásel
2009 J jnl
Spiking neural network and wavelets for hiding iris data in digital images.
Soft Comput.
Aboul Ella Hassanien, Ajith Abraham, Crina Grosan
2008 — conf
A Fuzzy Particle Swarm Approach to Multiobjective Quadratic Assignment Problems.
Asia International Conference on Modelling and Simulation
Mingyan Zhao, Ajith Abraham, Crina Grosan, Hongbo Liu
2008 Misc conf
A Hybrid Evolutionary Multiobjective Approach for the Component Selection Problem.
HAIS
Andreea Vescan, Crina Grosan
2008 J jnl
A New Approach for Solving Nonlinear Equations Systems.
IEEE Trans. Syst. Man Cybern. Part A
Crina Grosan, Ajith Abraham
2008 — conf
A multi-swarm approach for neighbor selection in peer-to-peer networks.
CSTST
Ajith Abraham, Hongbo Liu, Youakim Badr, Crina Grosan
2008 — conf
Building Multiobjective Resilient Networks.
UKSim
Crina Grosan, Ajith Abraham, Bjarne E. Helvik
2008 — book
Engineering Evolutionary Intelligent Systems
Ajith Abraham, Crina Grosan, Witold Pedrycz
2008 — ch.
Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews.
Engineering Evolutionary Intelligent Systems
Ajith Abraham, Crina Grosan
2008 — conf
Evolutionary Algorithms for the Component Selection Problem.
DEXA Workshops
Andreea Vescan, Crina Grosan, Horia F. Pop
2008 Misc conf
Hardware Software Partitioning Problem in Embedded System Design Using Particle Swarm Optimization Algorithm.
CISIS
Alakananda Bhattacharya, Amit Konar, Swagatam Das, Crina Grosan, Ajith Abraham
2008 — conf
Hybrid differential evolution - Particle Swarm Optimization algorithm for solving global optimization problems.
ICDIM
Millie Pant, Radha Thangaraj, Crina Grosan, Ajith Abraham
2008 B conf
Improved Particle Swarm Optimization with low-discrepancy sequences.
IEEE Congress on Evolutionary Computation
Millie Pant, Radha Thangaraj, Crina Grosan, Ajith Abraham
2008 J jnl
Multicriteria programming in medical diagnosis and treatments.
Appl. Soft Comput.
Crina Grosan, Ajith Abraham, Stefan Tigan
2008 — ch.
Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks.
Communications and Discoveries from Multidisciplinary Data
Ajith Abraham, Crina Grosan, Stefan Tigan
2008 — conf
Two Evolutionary Multiobjective Approaches for the Component Selection Problem.
ISDA (2)
Andreea Vescan, Crina Grosan
2007 — conf
A novel Variable Neighborhood Particle Swarm Optimization for multi-objective Flexible Job-Shop Scheduling Problems.
ICDIM
Hongbo Liu, Ajith Abraham, Crina Grosan
2007 — conf
Analysis of Dynamic Source Routing and Destination-Sequenced Distance-Vector Protocols for Different Mobility Models.
Asia International Conference on Modelling and Simulation
Bhavyesh Divecha, Ajith Abraham, Crina Grosan, Sugata Sanyal
2007 J jnl
Ensemble of hybrid neural network learning approaches for designing pharmaceutical drugs.
Neural Comput. Appl.
Ajith Abraham, Crina Grosan, Stefan Tigan
2007 J jnl
Evolutionary Design of Intrusion Detection Programs.
Int. J. Netw. Secur.
Ajith Abraham, Crina Grosan, Carlos Martín-Vide
2007 C conf
Exploration of Pareto Frontier Using a Fuzzy Controlled Hybrid Line Search.
HIS
Crina Grosan, Ajith Abraham
2007 — conf
Exploration of multiple roots for a polynomial system.
ICDIM
Crina Grosan, Ajith Abraham
2007 C conf
Hybrid Line Search for Multiobjective Optimization.
HPCC
Crina Grosan, Ajith Abraham
2007 J jnl
Impact of Node Mobility on MANET Routing Protocols Models.
J. Digit. Inf. Manag.
Bhavyesh Divecha, Ajith Abraham, Crina Grosan, Sugata Sanyal
2007 J jnl
Modeling intrusion detection system using hybrid intelligent systems.
J. Netw. Comput. Appl.
Sandhya Peddabachigari, Ajith Abraham, Crina Grosan, Johnson P. Thomas
2007 — conf
Modified Line Search Method for Global Optimization.
Asia International Conference on Modelling and Simulation
Crina Grosan, Ajith Abraham
2007 — conf
Solving Shortest Capacitated Path Problem Using a Bi-Objective Heuristic Approach.
Asia International Conference on Modelling and Simulation
Crina Grosan, Ajith Abraham
2007 J jnl
Using traceless genetic programming for solving multi-objective optimization problems.
J. Exp. Theor. Artif. Intell.
Mihai Oltean, Crina Grosan
2006 J jnl
Automatic Programming Methodologies for Electronic Hardware Fault Monitoring.
J. Univers. Comput. Sci.
Ajith Abraham, Crina Grosan
2006 J jnl
Decision Support Systems Using Ensemble Genetic Programming.
J. Inf. Knowl. Manag.
Ajith Abraham, Crina Grosan
2006 Misc conf
Engineering Drug Design Using a Multi-Input Multi-Output Neuro-Fuzzy System.
SYNASC
Crina Grosan, Ajith Abraham, Stefan Tigan
2006 — conf
Evolutionary Elementary Cooperative Strategy for Global Optimization.
KES (3)
Crina Grosan, Ajith Abraham, Monica Chis, Tae-Gyu Chang
2006 — conf
Evolutionary Hierarchical Time Series Clustering.
ISDA (1)
Monica Chis, Crina Grosan
2006 — conf
Evolutionary Method for Nonlinear Systems of Equations.
MICAI
Crina Grosan, Ajith Abraham, Alexander F. Gelbukh
2006 — ch.
Evolving Intrusion Detection Systems.
Genetic Systems Programming
Ajith Abraham, Crina Grosan
2006 — conf
How to Solve a Multicriterion Problem for Which Pareto Dominance Relationship Cannot Be Applied? A Case Study from Medicine.
KES (3)
Crina Grosan, Ajith Abraham, Stefan Tigan, Tae-Gyu Chang
2006 — conf
Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems.
ISNN (2)
Arijit Bhattacharya, Ajith Abraham, Crina Grosan, Pandian Vasant, SangYong Han
2006 — ch.
Stock Market Modeling Using Genetic Programming Ensembles.
Genetic Systems Programming
Crina Grosan, Ajith Abraham
2006 — book
Swarm Intelligence in Data Mining
Ajith Abraham, Crina Grosan, Vitorino Ramos
2006 — ch.
Swarm Intelligence in Data Mining.
Swarm Intelligence in Data Mining
Crina Grosan, Ajith Abraham, Monica Chis
2005 J jnl
Adaptive representation for single objective optimization.
Soft Comput.
Crina Grosan, Mihai Oltean
2005 Misc conf
Emotional Ant Based Modeling of Crowd Dynamics.
SYNASC
Soumya Banerjee, Crina Grosan, Ajith Abraham
2005 C conf
Ensemble of Genetic Programming Models for Designing Reactive Power Controllers.
HIS
Crina Grosan, Ajith Abraham
2005 — conf
Evolutionary Multiobjective Optimization Approach for Evolving Ensemble of Intelligent Paradigms for Stock Market Modeling.
MICAI
Ajith Abraham, Crina Grosan, Sang-Yong Han, Alexander F. Gelbukh
2005 — ch.
Evolving Continuous Pareto Regions.
Evolutionary Multiobjective Optimization
D. Dumitrescu, Crina Grosan, Mihai Oltean
2005 B conf
Genetic programming approach for fault modeling of electronic hardware.
Congress on Evolutionary Computation
Ajith Abraham, Crina Grosan
2005 — conf
Hybrid Particle Swarm - Evolutionary Algorithm for Search and Optimization.
MICAI
Crina Grosan, Ajith Abraham, SangYong Han, Alexander F. Gelbukh
2005 C conf
IDEAS: Intrusion Detection based on Emotional Ants for Sensors.
ISDA
Soumya Banerjee, Crina Grosan, Ajith Abraham
2005 — conf
MEPIDS: Multi-Expression Programming for Intrusion Detection System.
IWINAC (2)
Crina Grosan, Ajith Abraham, Sang-Yong Han
2005 C conf
Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy.
ISDA
Mihai Oltean, Crina Grosan, Ajith Abraham, Mario Köppen
2005 Misc conf
Performance Tuning of Evolutionary Algorithms Using Particle Sub Swarms.
SYNASC
Crina Grosan, Ajith Abraham, Monica Nicoara
2004 — conf
A Comparison of Several Algorithms and Representations for Single Objective Optimization.
GECCO (1)
Crina Grosan
2004 Misc conf
Designing Digital Circuits for the Knapsack Problem.
International Conference on Computational Science
Mihai Oltean, Crina Grosan, Mihaela Oltean
2004 Misc conf
Encoding Multiple Solutions in a Linear Genetic Programming Chromosome.
International Conference on Computational Science
Mihai Oltean, Crina Grosan, Mihaela Oltean
2004 — conf
Evolving Digital Circuits using Multi Expression Programming.
Evolvable Hardware
Mihai Oltean, Crina Grosan
2004 Misc conf
Improving the Performance of Evolutionary Algorithms for the Multiobjective 0/1 Knapsack Problem Using e-Dominance.
International Conference on Computational Science
Crina Grosan, Mihai Oltean
2004 B conf
Improving the performance of evolutionary algorithms for the multiobjective 0/1 knapsack problem using ϵ -dominance.
IEEE Congress on Evolutionary Computation
Crina Grosan
2004 Misc conf
Multiobjective 0/1 Knapsack Problem using Adaptive epsilon-Dominance.
WSC
Crina Grosan
2004 Misc conf
Multiobjective Adaptive Representation Evolutionary Algorithm (MAREA) - a new evolutionary algorithm for multiobjective optimization.
WSC
Crina Grosan
2004 — conf
Solving Geometrical Place Problems by using Evolutionary Algorithms.
IFIP Student Forum
Crina Grosan
2004 C conf
Solving Stochastic Optimization in Distributed Databases Using Genetic Algorithms.
ADBIS
Viorica Varga, D. Dumitrescu, Crina Grosan
2003 J jnl
A Comparison of Several Linear Genetic Programming Techniques.
Complex Syst.
Mihai Oltean, Crina Grosan
2003 — conf
Evolving Evolutionary Algorithms Using Multi Expression Programming.
ECAL
Mihai Oltean, Crina Grosan
2003 B conf
Solving Classification Problems Using Infix Form Genetic Programming.
IDA
Mihai Oltean, Crina Grosan