Anca L. Ralescu

Orcid: 0000-0002-7564-3540

Affiliations:
  • University of Cincinnati, Department of Electrical Engineering and Computing Systems, OH, USA
  • Indiana University, Bloomington, IN, USA (PhD 1983)


According to our database1, Anca L. Ralescu authored at least 143 papers between 1984 and 2024.

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Bibliography

2024
Insights into Image Understanding: Segmentation Methods for Object Recognition and Scene Classification.
Algorithms, May, 2024

Using fractal dimension to predict the risk of intra cranial aneurysm rupture with machine learning.
CoRR, 2024

kNN Classification of Malware Data Dependency Graph Features.
CoRR, 2024

Joint self-supervised and supervised contrastive learning for multimodal MRI data: Towards predicting abnormal neurodevelopment.
Artif. Intell. Medicine, 2024

A Contour-Based Feature Extraction Algorithm.
Adv. Artif. Intell. Mach. Learn., 2024

2023
Detection of malicious PE files using synthesized DNA artifacts.
Comput. Secur., November, 2023

A novel collaborative self-supervised learning method for radiomic data.
NeuroImage, August, 2023

Future Internet Architectures on an Emerging Scale - A Systematic Review.
Future Internet, May, 2023

Generalized self-supervised contrastive learning with bregman divergence for image recognition.
Pattern Recognit. Lett., 2023

On the ability of CNNs to extract color invariant intensity based features for image classification.
CoRR, 2023

Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μCT of Titanium Coated Ni wires using Deep Learning.
CoRR, 2023

Hybrid Vehicle Timetable Scheduling Under Fuzzy Decision Making.
Adv. Artif. Intell. Mach. Learn., 2023

Feature Selection and Comparative Analysis of Breast Cancer Prediction Using Clinical Data and Histopathological Whole Slide Images.
Adv. Artif. Intell. Mach. Learn., 2023

A Note on Plant Virus Images for Use in Machine Learning.
Adv. Artif. Intell. Mach. Learn., 2023

EvilELF: Evasion Attacks on Deep-Learning Malware Detection over ELF Files.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Learning Empirical Bregman Divergence for Uncertain Distance Representation.
Proceedings of the 26th International Conference on Information Fusion, 2023

Extension to Multidimensional Problems of a Fuzzy-Based Explainable and Noise-Resilient Algorithm.
Proceedings of the Decision Making Under Uncertainty and Constraints - A Why-Book, 2023

2022
Clustering of Monolingual Embedding Spaces.
Digit., December, 2022

Non-Fragile Observer-Based Adaptive Integral Sliding Mode Control for a Class of T-S Fuzzy Descriptor Systems With Unmeasurable Premise Variables.
Frontiers Neurorobotics, September, 2022

A Novel Feature Representation for Malware Classification.
CoRR, 2022

Empirical Network Structure of Malicious Programs.
CoRR, 2022

Why Cauchy Membership Functions: Reliability.
Adv. Artif. Intell. Mach. Learn., 2022

Initialization and Plasticity of CEFYDRA: Cluster-first Explainable FuzzY-based Deep self-Reorganizing Algorithm.
Proceedings of the Applications of Fuzzy Techniques, 2022

Multiple Hidden Layered CEFYDRA: Cluster-First Explainable Fuzzy-Based Deep Self-reorganizing Algorithm.
Proceedings of the Applications of Fuzzy Techniques, 2022

Single Hidden Layer CEFYDRA: Cluster-first Explainable FuzzY-based Deep self-Reorganizing Algorithm.
Proceedings of the Applications of Fuzzy Techniques, 2022

Why Sine Membership Functions.
Proceedings of the Applications of Fuzzy Techniques, 2022

Latent Semantic Structure in Malicious Programs.
Proceedings of the Modelling and Development of Intelligent Systems, 2022

Bridging the Resource Gap in Cross-Lingual Embedding Space.
Proceedings of the Modelling and Development of Intelligent Systems, 2022

Learning Generalized Hybrid Proximity Representation for Image Recognition.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2021
Leveraging Vector Space Similarity for Learning Cross-Lingual Word Embeddings: A Systematic Review.
Digit., September, 2021

Abstract Models for Systems Identification.
Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 2021

Why Cauchy Membership Functions: Efficiency.
Adv. Artif. Intell. Mach. Learn., 2021

2020
The dilemma phenomenon, logistics for monetary independence policy and foreign exchange reserves.
Soft Comput., 2020

Occlusion detection and processing using optical flow and particle filter.
Int. J. Adv. Intell. Paradigms, 2020

Fuzzy dynamic timetable scheduling for public transit.
Fuzzy Sets Syst., 2020

Semantic Feature Discovery of Trojan Malware using Vector Space Kernels.
Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

Context for API Calls in Malware vs Benign Programs.
Proceedings of the Modelling and Development of Intelligent Systems, 2020

Taking a Close Look at Twitter Communities and Clusters.
Proceedings of the Modelling and Development of Intelligent Systems, 2020

Understanding action recognition in still images.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Gold Standard for Epilepsy/Tumor Surgery Coupled with Deep Learning Offers Independence to a Promising Functional Mapping Modality.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 7, 2019

A survey on the application of fuzzy systems for underactuated systems.
J. Syst. Control. Eng., 2019

Schedule optimization under fuzzy constraints of vehicle capacity.
Fuzzy Optim. Decis. Mak., 2019

Unsupervised clustering based understanding of CNN.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Hemodynamic Response Analysis for Mind-Driven Type-writing using a Type 2 Fuzzy Classifier.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

adaptive hierarchical sliding mode control based on fuzzy neural network for an underactuated system.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

P-300 and N-400 Induced Decoding of Learning-Skill of Driving Learners Using Type-2 Fuzzy Sets.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Confusion-Matrix-Based Kernel Logistic Regression for Imbalanced Data Classification.
IEEE Trans. Knowl. Data Eng., 2017

EEG analysis for short term memory modeling in visually explored shape recognition tasks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A type-2 fuzzy set induced classification of cognitive load in inter-individual working memory performance based on hemodynamic response.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Implementation of gesture driven virtual reality for car racing game using back propagation neural network.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Image Understanding - a Brief Review of Scene Classification and Recognition.
Proceedings of the 28th Modern Artificial Intelligence and Cognitive Science Conference 2017, 2017

Is there a place for Machine Learning in Law?
Proceedings of the 28th Modern Artificial Intelligence and Cognitive Science Conference 2017, 2017

Dynamic timetable scheduling with reverse-flow technique in fuzzy environment.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Preliminary study on an improved weight updating for fuzzy c-means with applications to image segmentation.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

EEG induced working memory performance analysis using inverse fuzzy relational approach.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Cognitive load classification in learning tasks from hemodynamic responses using type-2 fuzzy sets.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Preface to Fuzzy Logic in AI.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Extended Pixel Representation for Image Segmentation.
Proceedings of the 27th Modern Artificial Intelligence and Cognitive Science Conference 2016, 2016

A Study of Android Malware Detection Techniques and Machine Learning.
Proceedings of the 27th Modern Artificial Intelligence and Cognitive Science Conference 2016, 2016

EEG-based mind driven type writer by fuzzy radial basis function neural classifier.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A type-2 fuzzy approach towards cognitive load detection using fNIRS signals.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Extending the Nelder-Mead algorithm for feature selection from brain networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A Fast Algorithm to Compute Precise Type-2 Centroids for Real-Time Control Applications.
IEEE Trans. Cybern., 2015

A classification algorithm based on geometric and statistical information.
J. Comput. Appl. Math., 2015

Characterization of a Class of Possibility Distributions.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015

Similarity Measure for Social Networks - A Brief Survey.
Proceedings of the 26th Modern AI and Cognitive Science Conference 2015, 2015

Preliminary Study Towards a Fuzzy Model for Visual Attention.
Proceedings of the Workshop on Fuzzy Logic in AI, 2015

2014
EEG Analysis for Olfactory Perceptual-Ability Measurement Using a Recurrent Neural Classifier.
IEEE Trans. Hum. Mach. Syst., 2014

Algorithm for faster computation of non-zero graph based invariants.
Neurocomputing, 2014

A dynamic P300-based BCI speller using a language model.
Int. J. Adv. Intell. Paradigms, 2014

Developing a Machine Learning Approach to Controlling Musical Synthesizer Parameters in Real-Time Live Performance.
Proceedings of the 25th Modern Artificial Intelligence and Cognitive Science Conference 2014, 2014

Measures of Semantic Similarity of Nodes in a Social Network.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

2013
On the Combinality of Evidence in the Dempster-Shafer Theory
CoRR, 2013

Higher order geometrical image features representation for action recognition.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Geometrical feature based ranking using grey relational analysis (GRA) for writer identification.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Massive training in artificial immune recognition algorithm for enhancement of lung CT scans.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Olfaction recognition by EEG analysis using differential evolution induced Hopfield neural net.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Center-Wise Intra-Inter Silhouettes.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Fuzzy Cluster Validity with Generalized Silhouettes.
Proceedings of the 23rd Midwest Artificial Intelligence and Cognitive Science Conference 2012, 2012

A Pairwise Distance View of Cluster Validity.
Proceedings of the Advances on Computational Intelligence, 2012

Privacy Issues in Social Networks: A Brief Survey.
Proceedings of the Advances in Computational Intelligence, 2012

Hybrid intelligent systems in survival prediction of breast cancer.
Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

Preservation of structural properties in anonymized social networks.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

2011
Spectral Regression with Low-Rank Approximation for Dynamic Graph Link Prediction.
IEEE Intell. Syst., 2011

Fuzzy Classifiers - Opportunities and Challenges -.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Confusion Matrix-based Feature Selection.
Proceedings of The 22nd Midwest Artificial Intelligence and Cognitive Science Conference 2011, 2011

A Study of Query-Based Dimensionality Reduction.
Proceedings of The 22nd Midwest Artificial Intelligence and Cognitive Science Conference 2011, 2011

Fuzzy classifier for classification of medical data.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2010
A Stochastic Treatment of Similarity.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Curve Profiling Feature: Novel Compact Representation for Drosophila Embryonic Gene Expression Pattern Mining.
Proceedings of the ICDMW 2010, 2010

2009
Multichannel spectral pattern separation - An EEG processing application -.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Data-driven fuzzy sets for classification.
Int. J. Adv. Intell. Paradigms, 2008

Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Fuzzy sets in concept representation using conceptual spaces.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Inference by aggregation of evidence with applications to fuzzy probabilities.
Inf. Sci., 2007

Identifiability Conditions and Subspace Clustering in Sparse BSS.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Measuring Proximity between Heterogeneous Data.
Proceedings of the FUZZ-IEEE 2007, 2007

Hyperplane algorithm - first step of the paired planes classification procedure.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006
Sparse Deflations in Blind Signal Separation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

On the Relation between Bayes and Fuzzy Classifiers.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Multidimensional Conceptual Spaces for Summarization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Fuzzy Subspace Clustering Algorithm and Applications to Blind Signal Separation.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
The Effect of Imbalanced Data Class Distribution on Fuzzy Classifiers - Experimental Study.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Fuzzy Hamming Distance Based Banknote Validator.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Extending the Margin Algorithm.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Sifting the Margin - An Iterative Empirical Classification Scheme.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Experiments in Guided Class Rebalance Based on Class Structure.
Proceedings of the MAICS 2004, 2004

Sifting the Local margins - An Iterative Empirical Classification Scheme.
Proceedings of the MAICS 2004, 2004

A Context-Dependent Metric for Similarity-Application to Supervised Learning of Handwritten Characters.
Proceedings of the MAICS 2004, 2004

Directional Position of Objects in Image Understanding - a fuzzy landscape approach.
Proceedings of the MAICS 2004, 2004

The Impact of Image Partition Granularity Using Fuzzy Hamming Distance as Image Similarity Measure.
Proceedings of the MAICS 2004, 2004

A fuzzy classifier for imbalanced and noisy data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Fuzzy algorithm for contextual character recognition.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Fuzzy hamming distance in a content-based image retrieval system.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

A road map of knowledge management for network security and roles of soft computing.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Directional relative position between objects in image processing: a comparison between fuzzy approaches.
Pattern Recognit., 2003

Context-based Correlation for Supervised Learning.
Proceedings of the MAICS 2003, 2003

Piecewise Linear Separability using Support Vector Machines.
Proceedings of the MAICS 2003, 2003

A Comparative Study of Classifiers on a Real Data Set.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

1999
Perceptual organization for inferring object boundaries in an image1.
Pattern Recognit., 1999

1997
Fuzzy Modeling based Approach to Facial Expressions Understanding.
J. Adv. Comput. Intell. Intell. Informatics, 1997

Extensions of fuzzy aggregation.
Fuzzy Sets Syst., 1997

Using imprecise environment information for guiding scene interpretation.
Fuzzy Sets Syst., 1997

Evaluation of Fuzzy Quantified Expressions.
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1997

1996
Editorial.
Fuzzy Sets Syst., 1996

1995
Improved Retrieval in a Fuzzy Database from Adjusted User Input.
J. Intell. Inf. Syst., 1995

Adapting Query Representation to Improve Retrieval in a fuzzy Database.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1995

Structure Cognition from Images.
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1995

1994
Iterative Induction of a Category Membership Function.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1994

An alternative method for inducing a membership function of a category.
Int. J. Approx. Reason., 1994

Object Recognition Based on Pattern Features.
Proceedings of the Advances in Intelligent Computing, 1994

1993
An improved synthesis method for multilayered neural networks using qualitative knowledge.
IEEE Trans. Fuzzy Syst., 1993

Management of Uncertainty in Top-Down, fuzzy Logic-Based Image Understanding of Natural Objects.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1993

A connectionist approach for default inference and conflict resolution.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Implementation of fuzzy systems using multilayered neural network.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Fuzzy sets, fuzzy logic and the goals of artificial intelligence.
Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert Systems, 1993

1992
A connectionist approach for rule-based inference using an improved relaxation method.
IEEE Trans. Neural Networks, 1992

From "And" to "Or".
Proceedings of the IPMU '92, 1992

1991
A Method to Implement Qualitative Knowledge in Multi-Layered Neural Networks.
Proceedings of the Fuzzy Logic and Fuzzy Control, 1991

1989
Concept Learning from Examples and Counter Examples.
Int. J. Man Mach. Stud., 1989

1987
Concept Learning from Examples with Applications to a Vision Learning System.
Proceedings of the Alvey Vision Conference, 1987

1986
A note on rule representation in expert systems.
Inf. Sci., 1986

1984
Probability and fuzziness.
Inf. Sci., 1984


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