Mihail Popescu

Int. J. Data Min. Bioinform., 2019

Deep Morphological Hit-or-Miss Transform Neural Network.

[BibT_eX]

[DOI]

Muhammad Aminul Islam

CoRR, 2019

Non-invasive Classification of Sleep Stages with a Hydraulic Bed Sensor Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the How AI Impacts Urban Living and Public Health, 2019

Data Stream Trajectory Analysis Using Sequential Possibilistic Gaussian Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Explainable AI For Dataset Comparison.

[BibT_eX]

[DOI]

Akshay Jain

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A New Incremental Cluster Validity Index for Streaming Clustering Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

An Unsupervised Framework for Detecting Early Signs of Illness in Eldercare.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Informatics Framework to Identify Consistent Diagnostic Techniques.

[BibT_eX]

[DOI]

Pericles S. Giannaris

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Non-Invasive In-Home Sleep Stage Classification Using a Ballistocardiography Bed Sensor.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Further Data Visualization Designs to Support Shared Decision Making About Blood Pressure.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

Surgery Task Classification Using Procrustes Analysis.

[BibT_eX]

[DOI]

Safaa Albasri

Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019

2018

Walk Identification using a smart carpet and Mel-Frequency Cepstral Coefficient (MFCC) features.

[BibT_eX]

[DOI]

Fadi Muheidat

Harry W. Tyrer

Nasibeh Zanjirani Farahani

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Sleep Posture Classification Using Bed Sensor Data and Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Early Sepsis Recognition Based on Ear Localization using Infrared Thermography.

[BibT_eX]

[DOI]

Hasanain Al-Sadr

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

A decision support system for home BP measurements.

[BibT_eX]

[DOI]

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

Longitudinal Changes in Risk Stratification for a Managed Population.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Context preserving representation of daily activities in elder care.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Early illness recognition in older adults using transfer learning.

[BibT_eX]

[DOI]

Rayan Gargees

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Linking Resident Behavior to Health Conditions in an Eldercare Monitoring System.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

Assessing Inter-Hospital Clinical Processes Variability with Process Mining.

[BibT_eX]

[DOI]

Marius Petruc

Proceedings of the AMIA 2017, 2017

Linguistic Summarization of Sensor Data Leading to Health Events.

[BibT_eX]

[DOI]

Akshay Jain

Proceedings of the AMIA 2017, 2017

Unsupervised Analysis of Activity Patterns in Eldercare Monitoring.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

Semantic Analysis of a Nursing Home EHR for Sensor Data Annotation.

[BibT_eX]

[DOI]

Zhongkai Huang

Proceedings of the AMIA 2017, 2017

2016

A Multidimensional Time-Series Similarity Measure With Applications to Eldercare Monitoring.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2016

An automatic in-home fall detection system using Doppler radar signatures.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2016

Random projection below the JL limit.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Random projections fuzzy k-nearest neighbor(RPFKNN) for big data classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A temporal analysis system for early detection of health changes.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Sleep stage recognition using respiration signal.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Messages from the technical program chairs.

[BibT_eX]

[DOI]

Nipon Theera-Umpon

Patiwet Wuttisarnwattana

Proceedings of the 2016 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2016

2015

Quantifying care coordination using natural language processing and domain-specific ontology.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2015

Recognizing complex instrumental activities of daily living using scene information and fuzzy logic.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Panacea's Glass: Mobile Cloud Framework for Communication in Mass Casualty Disaster Triage.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Mobile Cloud Computing, 2015

Random projections fuzzy c-means (RPFCM) for big data clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Early illness recognition using frequent motif discovery.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Efficient Source Separation Algorithms for Acoustic Fall Detection Using a Microsoft Kinect.

[BibT_eX]

[DOI]

Yun Li

K. C. Ho

IEEE Trans. Biomed. Eng., 2014

Improvements to the relational fuzzy c-means clustering algorithm.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Uncovering influence links in molecular knowledge networks to streamline personalized medicine.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2014

Relational Fuzzy Self-Organizing Maps for Cluster Visualization and Summarization.

[BibT_eX]

[DOI]

Mohammed Khalilia

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014

Evaluation of the Truth Value of Linguistic Summaries - Case with Non-monotonic Quantifiers.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems'2014, 2014

A new illness recognition framework using frequent temporal pattern mining.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

A framework for harmonizing sensor data to support embedded health assessment.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

An automatic fall detection framework using data fusion of Doppler radar and motion sensor network.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A Theoretical study on the placement of microphone arrays for improving the localization accuracy of a fall.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Detecting daily routines of older adults using sensor time series clustering.

[BibT_eX]

[DOI]

Maria Yefimova

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A novel web-based depth video rewind approach toward fall preventive interventions in hospitals.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Monitoring patients in hospital beds using unobtrusive depth sensors.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Patient stratification based on Activity of Daily Living score using Relational Self-Organizing Maps.

[BibT_eX]

[DOI]

Mohammed Khalilia

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

A human geospatial predictive analytics framework with application to finding medically underserved areas.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014

Endmember representation of human geography layers.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014

Automated Operative Skill Assessment Using IR Video Motion Analysis.

[BibT_eX]

[DOI]

Christopher J. Cooper

Stephen Barnes

Proceedings of the AMIA 2014, 2014

2013

A Cluster Validity Framework Based on Induced Partition Dissimilarity.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Topology Preservation in Fuzzy Self-Organizing Maps.

[BibT_eX]

[DOI]

Mohammed Khalilia

Proceedings of the Advance Trends in Soft Computing, 2013

An α-Level OWA Implementation of Bounded Rationality for Fuzzy Route Selection.

[BibT_eX]

[DOI]

Andrew R. Buck

Proceedings of the Advance Trends in Soft Computing, 2013

Improvement of acoustic fall detection using Kinect depth sensing.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A framework for computing crowd emotions using agent based modeling.

[BibT_eX]

[DOI]

Alina Zare

Proceedings of the IEEE Symposium on Computational Intelligence for Creativity and Affective Computing, 2013

An Early Illness Recognition Framework Using a Temporal Smith Waterman Algorithm and NLP.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2013, 2013

Precise Protein Expression Data Text Mining Curation and Applications.

[BibT_eX]

[DOI]

Jia-Fu Chang

Gerald C. Arthur

Proceedings of the AMIA 2013, 2013

2012

A Microphone Array System for Automatic Fall Detection.

[BibT_eX]

[DOI]

Yun Li

K. C. Ho

IEEE Trans. Biomed. Eng., 2012

Similarity measure for anomaly detection and comparing human behaviors.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2012

VAMPIR- an automatic fall detection system using a vertical PIR sensor array.

[BibT_eX]

[DOI]

Benjapon Hotrabhavananda

Michael Moore

Marjorie Skubic

Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012

Implementing bounded rationality in disaster agent behavior using OGA operators.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

An extension of a confined space evacuation model to human geography.

[BibT_eX]

[DOI]

Dustin Gibeson

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

FUMIL-Fuzzy Multiple Instance Learning for early illness recognition in older adults.

[BibT_eX]

[DOI]

Abhishek Mahnot

Proceedings of the FUZZ-IEEE 2012, 2012

Fuzzy relational self-organizing maps.

[BibT_eX]

[DOI]

Mohammad Khalilia

Proceedings of the FUZZ-IEEE 2012, 2012

Radar walk detection in the apartments of elderly.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Doppler radar sensor positioning in a fall detection system.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Improving automatic sound-based fall detection using iVAT clustering and GA-based feature selection.

[BibT_eX]

[DOI]

Yun Li

K. C. Ho

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Radar walking speed measurements of seniors in their apartments: Technology for fall prevention.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Detection of buried objects in FLIR imaging using mathematical morphology and SVM.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

Dirt road segmentation using color and texture features in color imagery.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

Predicting health patterns using sensor sequence similarity and NLP.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Fall detection using doppler radar and classifier fusion.

[BibT_eX]

[DOI]

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Developing an Ontology of Nursing Care Coordination using NLP.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

Quantifying the quality of imaging interpretations.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

2011

Predicting disease risks from highly imbalanced data using random forest.

[BibT_eX]

[DOI]

Mohammad Khalilia

Sounak Chakraborty

BMC Medical Informatics Decis. Mak., 2011

Correlation cluster validity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2011

Automatic fall detection based on Doppler radar motion signature.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Linguistic summarization of long-term trends for understanding change in human behavior.

[BibT_eX]

[DOI]

María Ros

Manuel Pegalajar Cuéllar

Proceedings of the FUZZ-IEEE 2011, 2011

Improving disease prediction using ICD-9 ontological features.

[BibT_eX]

[DOI]

Mohammad Khalilia

Proceedings of the FUZZ-IEEE 2011, 2011

Comparing soft clusters and partitions.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2011, 2011

Improving acoustic fall recognition by adaptive signal windowing.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Computing With Words With the Ontological Self-Organizing Map.

[BibT_eX]

[DOI]

Timothy C. Havens

IEEE Trans. Fuzzy Syst., 2010

Comparing Fuzzy, Probabilistic, and Possibilistic Partitions.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

A Comparison of Five Fuzzy Rand Indices.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

An ontological fuzzy Smith-Waterman with applications to patient retrieval in Electronic Medical Records.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Clustering in ordered dissimilarity data.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2009

Is VAT really single linkage in disguise?

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2009

eCCV: A new fuzzy cluster validity measure for large relational bioinformatics datasets.

[BibT_eX]

[DOI]

James C. Bezdek

Proceedings of the FUZZ-IEEE 2009, 2009

Fuzzy Clustering of Large Relational Bioinformatics Datasets.

[BibT_eX]

[DOI]

Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

2008

Linking Clinical Events in Elderly to In-home Monitoring Sensor Data: A Brief Review and a Pilot Study on Predicting Pulse Pressure.

[BibT_eX]

[DOI]

Elena Florea

J. Comput. Sci. Eng., 2008

Predictors of Preterm Birth in Birth Certificate Data.

[BibT_eX]

[DOI]

Proceedings of the eHealth Beyond the Horizon, 2008

Dunn's cluster validity index as a contrast measure of VAT images.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A new cluster validity measure for bioinformatics relational datasets.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

Ontological self-organizing maps for cluster visualization and functional summarization of gene products using Gene Ontology similarity measures.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

TigerPlace: An Innovative Educational and Research Environment.

[BibT_eX]

[DOI]

Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008

A Fuzzy Logic System for Acoustic Fall Detection.

[BibT_eX]

[DOI]

Simon Coupland

Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008

Applications of Fuzzy Logic in Bioinformatics

[BibT_eX]

[DOI]

Series on Advances in Bioinformatics and Computational Biology 9, WorldScientific, ISBN: 978-1-908978-71-4, 2008

2007

Relational Analysis of CpG Islands Methylation and Gene Expression in Human Lymphomas Using Possibilistic C-Means Clustering and Modified Cluster Fuzzy Density.

[BibT_eX]

[DOI]

Charles William Caldwell

IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Mapping Genes to Pathways Using Ontological Fuzzy Rule Systems.

[BibT_eX]

[DOI]

Dong Xu

Proceedings of the FUZZ-IEEE 2007, 2007

GoFuzzKegg: Mapping Genes to KEGG Pathways Using an Ontological Fuzzy Rule System.

[BibT_eX]

[DOI]

Dong Xu

Erik Taylor

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006

Fuzzy spatial pattern processing using linguistic hidden Markov models.

[BibT_eX]

[DOI]

Paul D. Gader

IEEE Trans. Fuzzy Syst., 2006

Fuzzy Measures on the Gene Ontology for Gene Product Similarity.

[BibT_eX]

[DOI]

Joyce A. Mitchell

IEEE ACM Trans. Comput. Biol. Bioinform., 2006

Gene Ontology Similarity Measures Based on Linear Order Statistics.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006

Bioinformatics and Fuzzy Logic.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Summarization of Patient Groups Using the Fuzzy C-Means and Ontology Similarity Measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

OntoQuest: A Physician Decision Support System based on Ontological Queries of the Hospital Database.

[BibT_eX]

[DOI]

Gerald C. Arthur

Proceedings of the AMIA 2006, 2006

2005

Gene Ontology-based Knowledge Discovery Through Fuzzy Cluster Analysis.

[BibT_eX]

Neural Parallel Sci. Comput., 2005

Gene Ontology Automatic Annotation Using a Domain Based Gene Product Similarity Measure.

[BibT_eX]

[DOI]

Joyce A. Mitchell

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Soft Computing in Bioinformatics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

Taxonomy-based soft similarity measures in bioinformatics.

[BibT_eX]

[DOI]

Joyce A. Mitchell

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Linguistic hidden Markov models.

[BibT_eX]

[DOI]

Paul D. Gader

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

1999

Automatic karyotyping of metaphase cells with overlapping chromosomes.

[BibT_eX]

[DOI]

Charles William Caldwell

Comput. Biol. Medicine, 1999

Image content retrieval from image databases using feature integration by Choquet integral.

[BibT_eX]

[DOI]

Paul D. Gader

Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

An Agent-Based Approach for Interpreting Medical Images.

[BibT_eX]

[DOI]