Health Solutions, College of (CHS)

Research Output 1989 2019

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Conference contribution
2019

A comparison of in-person and online training in a statewide clinical education program for dissemination of HIV, HCV and STD clinical evidence

Wang, D., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 2003-2004 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sexually Transmitted Diseases
Education
HIV

Design and pilot testing of an English and Spanish behavioral health patient survey on data privacy

Aliste, M. P., Grando, M., Murcko, A., Soni, H., Todd, M., Mukundan, M., Saks, M., Horrow, C., Sharp, R., Dye, C., Chern, D., Whitfield, M. J. & Callesen, M., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1891-1892 2 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data privacy
Privacy
Health Surveys
Hispanic Americans
Health

Investigating the Effects of Word Substitution Errors on Sentence Embeddings

Voleti, R., Liss, J. & Berisha, V., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7315-7319 5 p. 8683367. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Substitution reactions
Simulators
Semantics
Transcription
Speech recognition

Objective Assessment of Vocal Tremor

Peplinski, J., Berisha, V., Liss, J., Hahn, S., Shefner, J., Rutkove, S., Qi, K. & Shelton, K., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6386-6390 5 p. 8682995. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hardware
Planning

Objective Measures of Plosive Nasalization in Hypernasal Speech

Saxon, M., Liss, J. & Berisha, V., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6520-6524 5 p. 8682339. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics

Perceptions and preferences about granular data sharing and privacy of behavioral health patients

Soni, H., Aliste, M. P., Murcko, A., Todd, M., Mukundan, M., Saks, M., Horrow, C., Sharp, R., Dye, C., Chern, D., Whitfield, M. J., Callesen, M. & Grando, M., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1361-1365 5 p. (Studies in Health Technology and Informatics; vol. 264).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information Dissemination
Privacy
Health
Health Services Research
Hispanic Americans
2018

Data work in healthcare: Challenges for patients, clinicians and administrators

Pine, K., Chen, Y., Grisot, M., Møller, N. H., Bossen, C., Ellingsen, G. & Mazmanian, M., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 433-439 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Application programs
Ecosystems
Communication

Know-GRRF: Domain-Knowledge Informed Biomarker Discovery with Random Forests

Guan, X. & Liu, L., Jan 1 2018, Bioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Proceedings. Springer Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10814 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Random Forest
Biomarkers
Domain Knowledge
Feature extraction
Tuning
3 Citations (Scopus)

Multidimensional risk communication: Public discourse on risks during an emerging epidemic

Gui, X., Kou, Y., Pine, K., Ladaw, E., Kim, H., Suzuki-Gill, E. & Chen, Y., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Risk perception
Communication
Risk management
Epidemiology
Public health
2017
1 Citation (Scopus)

Interpretable phonological features for clinical applications

Jiao, Y., Berisha, V. & Liss, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5045-5049 5 p. 7953117

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Statistics
9 Citations (Scopus)

Managing uncertainty: Using social media for risk assessment during a public health crisis

Gui, X., Kou, Y., Pine, K. & Chen, Y., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 4520-4533 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Public health
Viruses
Risk assessment
Information systems
Decision making
3 Citations (Scopus)

Models for objective evaluation of dysarthric speech from data annotated by multiple listeners

Tu, M., Jiao, Y., Berisha, V. & Liss, J., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 827-830 4 p. 7869163

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Signal processing
Experiments

Nonlinear relationship between health factors and health outcomes

Gonnering, R. S., Hadzikadic, M., Riley, W., Love, K. & Whitmeyer, J., Oct 19 2017, Proceedings of the 2017 International Conference of the Computational Social Science Society of the Americas, CSS 2017. Association for Computing Machinery, Vol. Part F137133. a2

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
5 Citations (Scopus)

Objective assessment of pathological speech using distribution regression

Tu, M., Berisha, V. & Liss, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5050-5054 5 p. 7953118

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probability distributions
2016
1 Citation (Scopus)

A ubiquitous situation-aware data visualization dashboard to reduce ICU clinician cognitive load

Faiola, A. J., Srinivas, P. & Doebbeling, B., Apr 15 2016, 2015 17th International Conference on E-Health Networking, Application and Services, HealthCom 2015. Institute of Electrical and Electronics Engineers Inc., p. 439-442 4 p. 7454540

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Data visualization
visualization
Intensive Care Units
Loads (forces)
3 Citations (Scopus)

Automated data mining methods for identifying energy efficiency opportunities using whole-building electricity data

Howard, P., Runger, G., Reddy, T. A. & Katipamula, S., 2016, ASHRAE Transactions - ASHRAE Winter Conference. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 122. p. 422-433 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Energy efficiency
Electricity
Office buildings
Gas emissions
2 Citations (Scopus)

Estimating speaking rate in spontaneous discourse

Jiao, Y., Berisha, V., Tu, M., Huston, T. & Liss, J., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 1189-1192 4 p. 7421328

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convex optimization
3 Citations (Scopus)

Hilbert spectral analysis of vowels using intrinsic mode functions

Sandoval, S., De Leon, P. L. & Liss, J., Feb 10 2016, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 569-575 7 p. 7404846

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spectrum analysis
Speech recognition
1 Citation (Scopus)

Missing links: Challenges in engaging the underserved with health information and communication technology

Wright, M. D., Flanagan, M. E., Kunjan, K., Doebbeling, B. & Toscos, T., Jun 16 2016, PervasiveHealth 2016 - 10th EAI International Conference on Pervasive Computing Technologies for Healthcare. Favela, J., Matic, A., Fitzpatrick, G., Weibel, N. & Hoey, J. (eds.). ICST Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, Vol. 2016-May.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health Communication
Personal Health Records
Medical Informatics
Community Health Centers
Health

Noise robust dysarthric speech classification using domain adaptation

Wisler, A., Berisha, V., Spanias, A. & Liss, J., Sep 22 2016, 2016 Digital Media Industry and Academic Forum, DMIAF 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 135-138 4 p. 7574918

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Screening
5 Citations (Scopus)

Online speaking rate estimation using recurrent neural networks

Jiao, Y., Tu, M., Berisha, V. & Liss, J., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May. p. 5245-5249 5 p. 7472678

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Speech recognition
Data storage equipment
30 Citations (Scopus)

Social media mining for public health monitoring and surveillance

Paul, M. J., Sarker, A., Brownstein, J. S., Nikfarjam, A., Scotch, M., Smith, K. L. & Gonzalez, G., 2016, Pacific Symposium on Biocomputing 2016, PSB 2016. World Scientific Publishing Co. Pte Ltd, p. 468-479 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Public health
Monitoring
Medical problems
Computational methods
2015
1 Citation (Scopus)

Removing data with noisy responses in regression analysis

Wisler, A., Berisha, V., Ramamurthy, K., Spanias, A. & Liss, J., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 2066-2070 5 p. 7178334

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regression analysis
Experiments
1 Citation (Scopus)

Use of random forest algorithm to evaluate model-based EUI benchmarks from CBECS database

Kaskhedikar, A., Reddy, T. A. & Runger, G., 2015, ASHRAE Transactions. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 121. p. 17-28 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy utilization
Managers
Benchmarking
Linear regression
School buildings
2014
9 Citations (Scopus)

Domain invariant speech features using a new divergence measure

Wisler, A., Berisha, V., Liss, J. & Spanias, A., Apr 1 2014, 2014 IEEE Workshop on Spoken Language Technology, SLT 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 77-82 6 p. 7078553

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Divergence
Efficacy
12 Citations (Scopus)

Modeling pathological speech perception from data with similarity labels

Berisha, V., Liss, J., Sandoval, S., Utianski, R. & Spanias, A., 2014, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 915-919 5 p. 6853730

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Behavioral research
Speech intelligibility
Cost functions
Data structures
2013
1 Citation (Scopus)

An associative based approach to analyzing an online learning environment

Azarnoush, B., Bekki, J. M., Bernstein, B. L. & Runger, G. C., 2013, ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Availability
4 Citations (Scopus)

Discovering seasonal patterns of smoking behavior using online search information

Zhang, Z., Zheng, X., Zeng, D. D., Cui, K., Luo, C., He, S. & Leischow, S., Sep 9 2013, IEEE ISI 2013 - 2013 IEEE International Conference on Intelligence and Security Informatics: Big Data, Emergent Threats, and Decision-Making in Security Informatics. p. 371-373 3 p. 6578861

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tobacco

High-dimensional disease outbreak detection using tree-based ensembles

Dávila, S., Runger, G., Tuv, E. & Pacheco, P., 2013, IIE Annual Conference and Expo 2013. Institute of Industrial Engineers, p. 2551-2560 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Public health
Computational complexity
Experiments
6 Citations (Scopus)

Selecting disorder-specific features for speech pathology fingerprinting

Berisha, V., Sandoval, S., Utianski, R., Liss, J. & Spanias, A., Oct 18 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 7562-7566 5 p. 6639133

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pathology
Feature extraction
Cost functions
6 Citations (Scopus)

Towards a clinical tool for automatic intelligibility assessment

Berisha, V., Utianski, R. & Liss, J., Oct 18 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 2825-2828 4 p. 6638172

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech intelligibility
Speech processing
Telecommunication
Learning systems
Classifiers
2012
52 Citations (Scopus)

Feature selection via regularized trees

Deng, H. & Runger, G., 2012, Proceedings of the International Joint Conference on Neural Networks. 6252640

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Classifiers

Rule-based methods for diagnosing out-of-control signals

Dávila, S., Torres-Burgos, M. & Runger, G., 2012, 62nd IIE Annual Conference and Expo 2012. Institute of Industrial Engineers, p. 1506-1515 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
2011
49 Citations (Scopus)

Bias of importance measures for multi-valued attributes and solutions

Deng, H., Runger, G. & Tuv, E., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6792 LNCS. p. 293-300 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6792 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Attribute
Sampling
Experiments
Predictors
2 Citations (Scopus)

Extracting geographic knowledge from sensor intervention data using spatial association rules

Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., 2011, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. p. 127-130 4 p. 5969018

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Association rules
Geographic information systems
Data mining
Sensors
1 Citation (Scopus)

High-dimensional surveillance

Dávila, S., Runger, G. & Tuv, E., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6792 LNCS. p. 245-252 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6792 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Surveillance
Feature extraction
High-dimensional
Attribute
6 Citations (Scopus)

Image denoising with a multi-phase kernel principal component approach and an ensemble version

Sahu, A., Runger, G. & Apley, D., 2011, Proceedings - Applied Imagery Pattern Recognition Workshop. 6176339

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image denoising
Principal component analysis
Linear algebra
Image classification
Convergence of numerical methods
6 Citations (Scopus)

Misuse of Information-theoretic dispersion measures as design complexity metrics

Shah, J. J. & Runger, G., 2011, Proceedings of the ASME Design Engineering Technical Conference. Vol. 9. p. 395-404 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metric
Information theory
Information Content
Entropy
Information Theory
1 Citation (Scopus)

Target-aware anomaly detection and diagnosis

Borisov, A., Runger, G. & Tuv, E., 2011, ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics. Vol. 1. p. 14-23 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Process control
Data structures
Learning systems
Monitoring
2010

Border security: Supplementing human intelligence in a sensor network using sequential pattern mining

Kondaveeti, A., Runger, G., Rowe, J. & Liu, H., 2010, 2010 3rd International Conference on Human-Centric Computing, HumanCom 2010. 5563322

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensor networks
Sensors
Conceptual design
Real time systems
Computer systems
2009

Contributor diagnostics for anomaly detection

Borisov, A., Runger, G. & Tuv, E., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 5769 LNCS. p. 944-953 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5769 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Anomaly Detection
Anomaly
Learning systems
Feature extraction
Diagnostics
6 Citations (Scopus)

Supervised multivariate discretization in mixed data with random forests

Berrado, A. & Runger, G., 2009, 2009 IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2009. p. 211-217 7 p. 5069327

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Association rules
Bins
Labels
1 Citation (Scopus)

Zero-inflated boosted ensembles for rare event counts

Borisov, A., Runger, G., Tuv, E. & Lurponglukana-Strand, N., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5772 LCNS. p. 225-236 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5772 LCNS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rare Events
Count
Ensemble
Poisson distribution
Supervised learning
2008
3 Citations (Scopus)

Clustering massive categorical data with class association rules

Berrado, A. & Runger, G., 2008, 2008 International Conference on Innovations in Information Technology, IIT 2008. p. 223-227 5 p. 4781693

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Association rules
Clustering algorithms
2 Citations (Scopus)

Healthcare risk modeling for medicaid patients the impact of sampling on the prediction of high-cost patients

Moturu, S. T., Liu, H. & Johnson, W., 2008, HEALTHINF 2008 - 1st International Conference on Health Informatics, Proceedings. Vol. 1. p. 126-133 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cost Control
Medicaid
Sampling
Delivery of Health Care
Costs and Cost Analysis
24 Citations (Scopus)

Trust evaluation in health information on the world wide web

Moturu, S. T., Liu, H. & Johnson, W., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology". p. 1525-1528 4 p. 4649459

Research output: Chapter in Book/Report/Conference proceedingConference contribution

World Wide Web
Internet
Health
Social Media
Health Promotion
2 Citations (Scopus)

Understanding the effects of sampling on healthcare risk modeling for the prediction of future high-cost patients

Moturu, S. T., Liu, H. & Johnson, W., 2008, Communications in Computer and Information Science. Vol. 25 CCIS. p. 493-506 14 p. (Communications in Computer and Information Science; vol. 25 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Costs
Data mining
Health care
Learning systems
2007

Change-point detection with supervised learning and feature selection

Eruhimov, V., Martyanov, V., Tuv, E. & Runger, G., 2007, ICINCO 2007 - 4th International Conference on Informatics in Control, Automation and Robotics, Proceedings. Vol. ICSO. p. 359-363 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Feature extraction
11 Citations (Scopus)

Predicting future high-cost patients: A real-world risk modeling application

Moturu, S. T., Johnson, W. & Liu, H., 2007, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 202-208 7 p. 4413056

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cost Control
Health care
Costs and Cost Analysis
Delivery of Health Care
Costs
2003
4 Citations (Scopus)

Mechanical and metabolic changes in gait permormance with spinal cord stimulation and reflex-FES

Carhart, M., Willis, W., Thompson, A., Huang, H., D'Luzansky, S., Thresher, J., Herman, R. & He, J., 2003, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Leder, R. S. (ed.). Vol. 2. p. 1558-1561 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Durability
Carbohydrates
Oils and fats
Kinematics
Bearings (structural)