Research Output 1959 2020

2020
1 Citation (Scopus)

A Comparative Review of Recent Kinect-based Action Recognition Algorithms

Wang, L., Huynh, D. & Koniusz, P., 2020, In : IEEE Transactions on Image Processing. 29, p. 15-28 13 p.

Research output: Contribution to journalArticle

Computer vision
Cameras
Experiments
Deep learning

Entity Extraction with Knowledge from Web Scale Corpora

Wen, Z., Huang, Z. & Zhang, R., 2020, The 31st Australasian Database Conference (ADC).

Research output: Chapter in Book/Conference paperConference paper

Fast automatic detection of geological boundaries from multivariate log data using recurrence

Zaitouny, A., Small, M., Hill, J., Emelyanova, I. & Clennell, M. B., Feb 2020, In : Computers & Geosciences. 135, 104362.

Research output: Contribution to journalArticle

Mineral exploration
Boreholes
Gases
well
Time series
7 Downloads (Pure)

Involution centralisers in finite unitary groups of odd characteristic

Glasby, S. P., Praeger, C. E. & Roney-Dougal, C. M., 1 Mar 2020, In : Journal of Algebra. 545, p. 245-299

Research output: Contribution to journalArticle

File
Centralizer
Unitary group
Involution
Finite Group
Odd

Practical Federated Gradient Boosting Decision Trees

Li, Q., Wen, Z. & He, B., 2020, 34th AAAI Conference on Artificial Intelligence (AAAI-20).

Research output: Chapter in Book/Conference paperConference paper

Privacy-Preserving Gradient Boosting Decision Trees

Li, Q., Wu, Z., Wen, Z. & He, B., 2020, 34th AAAI Conference on Artificial Intelligence (AAAI-20).

Research output: Chapter in Book/Conference paperConference paper

2019
1 Citation (Scopus)

2MTF-VII. 2MASS Tully-Fisher survey final data release: distances for 2062 nearby spiral galaxies

Hong, T., Staveley-Smith, L., Masters, K. L., Springob, C. M., Macri, L. M., Koribalski, B. S., Jones, D. H., Jarrett, T. H., Crook, A. C., Howlett, C. & Qin, F., Aug 2019, In : Monthly Notices of the Royal Astronomical Society. 487, 2, p. 2061-2069 9 p.

Research output: Contribution to journalArticle

Open Access

3D passive wavefield imaging using the energy norm

Rocha, D., Sava, P., Shragge, J. & Witten, B., 1 Mar 2019, In : Geophysics. 84, 2, p. KS13-KS27

Research output: Contribution to journalArticle

Imaging techniques
energy
elastic wave
energy conservation
wave equation

3D Shape Analysis: Fundamentals, Theory, and Applications

Laga, H., Guo, Y., Tabia, H., Fisher, R. & Bennamoun, M., 2019, Wiley-Blackwell. 368 p.

Research output: Book/ReportBook

3 Citations (Scopus)

4MOST: Project overview and information for the First Call for Proposals

de Jong, R. S., Agertz, O., Berbel, A. A., Aird, J., Alexander, D. A., Amarsi, A., Anders, F., Andrae, R., Ansarinejad, B., Ansorge, W., Antilogus, P., Anwand-Heerwart, H., Arentsen, A., Arnadottir, A., Asplund, M., Auger, M., Azais, N., Baade, D., Baker, G., Baker, S. & 318 othersBalbinot, E., Baldry, I. K., Banerji, M., Barden, S., Barklem, P., Barthélémy-Mazot, E., Battistini, C., Bauer, S., Bell, C. P. M., Bellido-Tirado, O., Bellstedt, S., Belokurov, V., Bensby, T., Bergemann, M., Bestenlehner, J. M., Bielby, R., Bilicki, M., Blake, C., Bland-Hawthorn, J., Boeche, C., Boland, W., Boller, T., Bongard, S., Bongiorno, A., Bonifacio, P., Boudon, D., Brooks, D., Brown, M. J. I., Brown, R., Brüggen, M., Brynnel, J., Brzeski, J., Buchert, T., Buschkamp, P., Caffau, E., Caillier, P., Carrick, J., Casagrande, L., Case, S., Casey, A., Cesarini, I., Cescutti, G., Chapuis, D., Chiappini, C., Childress, M., Christlieb, N., Church, R., Cioni, M. R. L., Cluver, M., Colless, M., Collett, T., Comparat, J., Cooper, A., Couch, W., Courbin, F., Croom, S., Croton, D., Daguisé, E., Dalton, G., Davies, L. J. M., Davis, T., de Laverny, P., Deason, A., Dionies, F., Disseau, K., Doel, P., Döscher, D., Driver, S. P., Dwelly, T., Eckert, D., Edge, A., Edvardsson, B., Youssoufi, D. E., Elhaddad, A., Enke, H., Erfanianfar, G., Farrell, T., Fechner, T., Feiz, C., Feltzing, S., Ferreras, I., Feuerstein, D., Feuillet, D., Finoguenov, A., Ford, D., Fotopoulou, S., Fouesneau, M., Frenk, C., Frey, S., Gaessler, W., Geier, S., Fusillo, N. G., Gerhard, O., Giannantonio, T., Giannone, D., Gibson, B., Gillingham, P., González-Fernández, C., Gonzalez-Solares, E., Gottloeber, S., Gould, A., Grebel, E. K., Gueguen, A., Guiglion, G., Haehnelt, M., Hahn, T., Hansen, C. J., Hartman, H., Hauptner, K., Hawkins, K., Haynes, D., Haynes, R., Heiter, U., Helmi, A., Aguayo, C. H., Hewett, P., Hinton, S., Hobbs, D., Hoenig, S., Hofman, D., Hook, I., Hopgood, J., Hopkins, A., Hourihane, A., Howes, L., Howlett, C., Huet, T., Irwin, M., Iwert, O., Jablonka, P., Jahn, T., Jahnke, K., Jarno, A., Jin, S., Jofre, P., Johl, D., Jones, D., Jönsson, H., Jordan, C., Karovicova, I., Khalatyan, A., Kelz, A., Kennicutt, R., King, D., Kitaura, F., Klar, J., Klauser, U., Kneib, J. P., Koch, A., Koposov, S., Kordopatis, G., Korn, A., Kosmalski, J., Kotak, R., Kovalev, M., Kreckel, K., Kripak, Y., Krumpe, M., Kuijken, K., Kunder, A., Kushniruk, I., Lam, M. I., Lamer, G., Laurent, F., Lawrence, J., Lehmitz, M., Lemasle, B., Lewis, J., Li, B., Lidman, C., Lind, K., Liske, J., Lizon, J. L., Loveday, J., Ludwig, H. G., McDermid, R. M., Maguire, K., Mainieri, V., Mali, S., Mandel, H., Mandel, K., Mannering, L., Martell, S., Martinez Delgado, D., Matijevic, G., McGregor, H., McMahon, R., McMillan, P., Mena, O., Merloni, A., Meyer, M. J., Michel, C., Micheva, G., Migniau, J. E., Minchev, I., Monari, G., Muller, R., Murphy, D., Muthukrishna, D., Nandra, K., Navarro, R., Ness, M., Nichani, V., Nichol, R., Nicklas, H., Niederhofer, F., Norberg, P., Obreschkow, D., Oliver, S., Owers, M., Pai, N., Pankratow, S., Parkinson, D., Paschke, J., Paterson, R., Pecontal, A., Parry, I., Phillips, D., Pillepich, A., Pinard, L., Pirard, J., Piskunov, N., Plank, V., Plüschke, D., Pons, E., Popesso, P., Power, C., Pragt, J., Pramskiy, A., Pryer, D., Quattri, M., Queiroz, A. B. D. A., Quirrenbach, A., Rahurkar, S., Raichoor, A., Ramstedt, S., Rau, A., Recio-Blanco, A., Reiss, R., Renaud, F., Revaz, Y., Rhode, P., Richard, J., Richter, A. D., Rix, H. W., Robotham, A. S. G., Roelfsema, R., Romaniello, M., Rosario, D., Rothmaier, F., Roukema, B., Ruchti, G., Rupprecht, G., Rybizki, J., Ryde, N., Saar, A., Sadler, E., Sahlén, M., Salvato, M., Sassolas, B., Saunders, W., Saviauk, A., Sbordone, L., Schmidt, T., Schnurr, O., Scholz, R. D., Schwope, A., Seifert, W., Shanks, T., Sheinis, A., Sivov, T., Skúladóttir, Á., Smartt, S., Smedley, S., Smith, G., Smith, R., Sorce, J., Spitler, L., Starkenburg, E., Steinmetz, M., Stilz, I., Storm, J., Sullivan, M., Sutherland, W., Swann, E., Tamone, A., Taylor, E. N., Teillon, J., Tempel, E., ter Horst, R., Thi, W. F., Tolstoy, E., Trager, S., Traven, G., Tremblay, P. E., Tresse, L., Valentini, M., van de Weygaert, R., van den Ancker, M., Veljanoski, J., Venkatesan, S., Wagner, L., Wagner, K., Walcher, C. J., Waller, L., Walton, N., Wang, L., Winkler, R., Wisotzki, L., Worley, C. C., Worseck, G., Xiang, M., Xu, W., Yong, D., Zhao, C., Zheng, J., Zscheyge, F. & Zucker, D., 2019, In : The Messenger. 175, p. 3-11 9 p.

Research output: Contribution to journalArticle

astronomy
field of view
field survey
project
fibre

4MOST Consortium Survey 7: Wide-Area VISTA Extragalactic Survey (WAVES)

Driver, S. P., Liske, J., Davies, L. J. M., Robotham, A. S. G., Baldry, I. K., Brown, M. J. I., Cluver, M., Kuijken, K., Loveday, J., McMahon, R., Meyer, M. J., Norberg, P., Owers, M., Power, C., Taylor, E. N. & Team, W., Mar 2019, In : The Messenger. 175, p. 46-49 4 p.

Research output: Contribution to journalArticle

galaxies
dark matter
galactic clusters
stellar mass
mass distribution
Simulators
Risk management
Floating production storage and offloading
Uncertainty
111 Downloads (Pure)

A census of small transitive groups and vertex-transitive graphs

Holt, D. & Royle, G., 27 Jun 2019, In : Journal of Symbolic Computation.

Research output: Contribution to journalArticle

File
Vertex-transitive Graph
Census
Graph in graph theory

A combinatorial analysis of the M/M [ m ] /1 queue

Mercankosk, G. & Nair, G. M., 3 Mar 2019, Developments in Mathematics. Springer, Vol. 58. p. 327-342 16 p. (Developments in Mathematics; vol. 58).

Research output: Chapter in Book/Conference paperChapter

M/M/1 Queue
Combinatorial Analysis
P-matrix
Count
Matrix-geometric Method
Intensive Care Units
Therapeutics
Surveys and Questionnaires
Communication
Medical Futility

Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations

Abidin, S., Togneri, R. & Sohel, F., 11 Feb 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. IEEE, Institute of Electrical and Electronics Engineers, 8639164. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

Research output: Chapter in Book/Conference paperConference paper

Acoustics
Fusion reactions
Mathematical transformations

Adaptive Kernel Value Caching for SVM Training

Li, Q., Wen, Z. & He, B., 2019, In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalSpecial issue

5 Citations (Scopus)

A Fermi Gamma-Ray Burst Monitor Search for Electromagnetic Signals Coincident with Gravitational-wave Candidates in Advanced LIGO's First Observing Run

LIGO Scientific Collaboration and Virgo Collaboration, 20 Jan 2019, In : Astrophysical Journal. 871, 1, 90.

Research output: Contribution to journalArticle

Open Access
LIGO (observatory)
gamma ray bursts
gravitational waves
monitors
electromagnetism

A flexible sequential Monte Carlo algorithm for parametric constrained regression

Ng, K., Turlach, B. A. & Murray, K., 1 Oct 2019, In : Computational Statistics and Data Analysis. 138, p. 13-26 14 p.

Research output: Contribution to journalArticle

Sequential Monte Carlo
Sequential Algorithm
Monte Carlo Algorithm
Regression
Indicator function

A Fully Automatic Framework for Prediction of 3D Facial Rejuvenation

Shah, S. & Bennamoun, M., 4 Feb 2019, 2018 International Conference on Image and Vision Computing New Zealand (IVCNZ). IEEE, Institute of Electrical and Electronics Engineers, 8634657

Research output: Chapter in Book/Conference paperConference paper

Cosmetics
Learning systems
Fillers

A High Time-resolution Study of the Millisecond Pulsar J2241-5236 at Frequencies below 300 MHz

Kaur, D., Bhat, N. D. R., Tremblay, S. E., Shannon, R. M., McSweeney, S. J., Ord, S. M., Beardsley, A. P., Crosse, B., Emrich, D., Franzen, T. M. O., Horsley, L., Johnston-Hollitt, M., Kaplan, D. L., Kenney, D., Morales, M. F., Pallot, D., Steele, K., Tingay, S. J., Trott, C. M., Walker, M. & 3 othersWayth, R. B., Williams, A. & Wu, C., 10 Sep 2019, In : Astrophysical Journal. 882, 2, 133.

Research output: Contribution to journalArticle

Open Access
pulsars
time measurement
low frequencies
mitigation
experiment

A laser walk-off sensor for high-precision low-frequency rotation measurements

McCann, J. J., Winterflood, J., Ju, L. & Zhao, C., 1 Apr 2019, In : Review of Scientific Instruments. 90, 4, 6 p., 045005.

Research output: Contribution to journalArticle

diodes
low frequencies
readout
Lasers
sensors

Aleatoric dynamic epistemic logic for learning agents

French, T., Gozzard, A. & Reynolds, M., 1 Jan 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer-Verlag Berlin, p. 433-445 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11670 LNAI).

Research output: Chapter in Book/Conference paperConference paper

Epistemic Logic
Dynamic Logic
Proposition
Probability distributions
Probability Distribution
267 Downloads (Pure)

Algorithms for RNA structure and related graphs

Ward-Graham, M., 2019, (Unpublished)

Research output: ThesisDoctoral Thesis

File
RNA
3 Citations (Scopus)

All-sky search for long-duration gravitational-wave transients in the second Advanced LIGO observing run

LIGO Scientific Collaboration and Virgo Collaboration, 15 May 2019, In : Physical Review D. 99, 10, 104033.

Research output: Contribution to journalArticle

Open Access
LIGO (observatory)
gravitational waves
sky
waveforms
sensitivity
2 Citations (Scopus)

ALMA Unveils Widespread Molecular Gas Clumps in the Ram Pressure Stripped Tail of the Norma Jellyfish Galaxy

Jáchym, P., Kenney, J. D. P., Sun, M., Combes, F., Cortese, L., Scott, T. C., Sivanandam, S., Brinks, E., Roediger, E., Palouš, J. & Fumagalli, M., 1 Oct 2019, In : Astrophysical Journal. 883, 2, 145.

Research output: Contribution to journalArticle

Open Access
jellyfish
ram
clumps
molecular gases
fireballs
Helicobacter
Western Australia
Helicobacter pylori
Breath Tests
Urea

Aluminum oxyhydroxide-doped PMMA hybrids powder prepared via facile one-pot method towards copper ion removal from aqueous solution

Ghamari, M., Imani, A., Williams, J. F. & Ghasemifard, M., 7 Nov 2019, In : International Nano Letters. 9 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

A modal aleatoric calculus for probabilistic reasoning

Gozzard, A., French, T. & Reynolds, M., 2019, Logic and its applications : 8th Indian Conference, ICLA 2019, Delhi, India, March 1-5, 2019, Proceedings. Aquil Khan, M. & Manuel, A. (eds.). Berlin: Springer, p. 52-63

Research output: Chapter in Book/Conference paperConference paper

Probabilistic Reasoning
Calculi
Possible Worlds
Sound
Multi-agent Systems

A multistage vibration isolation system for Advanced Virgo suspended optical benches

van Heijningen, J., Bertolini, A., Hennes, E., Beker, M. G., Doets, M., Bulten, H. J., Agatsuma, K., Sekiguchi, T. & van den Brand, J. F. J., 11 Apr 2019, In : Classical and Quantum Gravity. 36, 7, 20 p., 075007.

Research output: Contribution to journalArticle

AMVG: Adaptive Malware Variant Generation Framework Using Machine Learning

Choi, J., Shin, D., Kim, H., Seotis, J. & Hong, J., 2019, Proceedings of the 24th IEEE Pacific Rim International Symposium on Dependable Computing. IEEE, Institute of Electrical and Electronics Engineers, 11 p.

Research output: Chapter in Book/Conference paperConference paper

Learning systems
Genetic algorithms
Malware
1 Citation (Scopus)

An accurate low-redshift measurement of the cosmic neutral hydrogen density

Hu, W., Hoppmann, L., Staveley-Smith, L., Geréb, K., Oosterloo, T., Morganti, R., Catinella, B., Cortese, L., Del Lagos, C. P. & Meyer, M., 1 Jan 2019, In : Monthly Notices of the Royal Astronomical Society. 489, 2, p. 1619-1632 14 p.

Research output: Contribution to journalArticle

Open Access
hydrogen
galaxies
stacking
sidelobes
confusion

An Adaptive-Phasor Approach to PMU Measurement Rectification for LFOD Enhancement

Chau, T. K., Yu, S., Fernando, T. L., Iu, H. H. C., Small, M. & Reynolds, M., 1 Sep 2019, In : IEEE Transactions on Power Systems. 34, 5, p. 3941-3950 10 p., 8674594.

Research output: Contribution to journalArticle

Phasor measurement units
Damping
Recovery
Voltage regulators
Synchronous generators
Open Access
Metronidazole
Helicobacter pylori
Proteins
biotin carboxylase
Sequence Alignment

Analysis of the critical determinants of renal medullary oxygenation

Lee, C. J., Gardiner, B. S., Evans, R. G. & Smith, D. W., 1 Dec 2019, In : American journal of physiology. Renal physiology. 317, 6, p. F1483-F1502

Research output: Contribution to journalArticle

Kidney
Hemodilution
Cardiopulmonary Bypass
Hemoglobin M
Perfusion
1 Citation (Scopus)

An empirical study on sentiments in Twitter communities

Alduaiji, N. & Datta, A., 7 Feb 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Tong, H., Zhu, F. & Li, Z. (eds.). Singapore: IEEE, Institute of Electrical and Electronics Engineers, p. 1166-1172 7 p. 8637428. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

Research output: Chapter in Book/Conference paperConference paper

Communication
Recommender systems
Data mining
Marketing
Industry

An energy-aware multi-sensor geo-fog paradigm for mission critical applications

Mishra, M., Roy, S. K., Mukherjee, A., De, D., Ghosh, S. K. & Buyya, R., 12 Sep 2019, In : Journal of Ambient Intelligence and Humanized Computing.

Research output: Contribution to journalArticle

Fog
Sensors
Servers
Energy utilization
Processing

An Evolving and Mass-dependent sigma sSFR-M(* )Relation for Galaxies

Katsianis, A., Zheng, X., Gonzalez, V., Blanc, G., Lagos, C. D. P., Davies, L. J. M., Camps, P., Trcka, A., Baes, M., Schaye, J., Trayford, J. W., Theuns, T. & Stalevski, M., 1 Jul 2019, In : Astrophysical Journal. 879, 1, 17 p., 11.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

A New Class of X-Ray Tails of Early-type Galaxies and Subclusters in Galaxy Clusters: Slingshot Tails versus Ram Pressure Stripped Tails

Sheardown, A., Fish, T. M., Roediger, E., Hunt, M., ZuHone, J., Su, Y., Kraft, R. P., Nulsen, P., Churazov, E., Forman, W., Jones, C., Lyskova, N., Eckert, D. & De Grandi, S., 1 Apr 2019, In : Astrophysical Journal. 874, 2, 15 p., 112.

Research output: Contribution to journalArticle

A New Formation Model for ?;Centauri: A Complex Interplay of Astrophysical Processes

Bekki, K. & Tsujimoto, T., 1 Dec 2019, In : Astrophysical Journal. 886, 2, 25 p., 121.

Research output: Contribution to journalArticle

Open Access

An extreme climate transition in the Caribbean's Virgin Islands. II. Sun and Northern hemisphere atmospheric-oceanic feedbacks

Orange, N. B., Stolz, N., Ryan, M., Chesny, D. L., Gendre, B., Avram, P., Giblin, T. W. & Morris, D. C., 14 Dec 2019, In : International Journal of Climatology. 11 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Angular momentum evolution of bulge stars in disc galaxies in NIHAO

Wang, L., Obreschkow, D., Lagos, C. D. P., Sweet, S. M., Fisher, D., Glazebrook, K., Macciò, A. V., Dutton, A. A. & Kang, X., 1 Feb 2019, In : Monthly Notices of the Royal Astronomical Society. 482, 4, p. 5477-5491 15 p.

Research output: Contribution to journalArticle

Open Access
disk galaxies
angular momentum
stars
galaxies
paints
14 Downloads (Pure)

Angular momentum of z ∼ 1.5 galaxies and their local analogues with adaptive optics

Sweet, S. M., Fisher, D. B., Savorgnan, G., Glazebrook, K., Obreschkow, D., Gillman, S., Tiley, A. L., Lagos, C. D. P., Wang, L., Mark Swinbank, A., Bower, R. & Sharples, R. M., 14 Mar 2019, In : Monthly Notices of the Royal Astronomical Society. 485, 4, p. 5700-5714 15 p.

Research output: Contribution to journalArticle

Open Access
File
OSIRIS
adaptive optics
angular momentum
analogs
galaxies
3 Citations (Scopus)

Angular momentum regulates HI gas content and HI central hole size in the discs of spirals

Murugeshan, C., Kilborn, V., Obreschkow, D., Glazebrook, K., Lutz, K., Džuďzar, R. & Dénes, H., 1 Jan 2019, In : Monthly Notices of the Royal Astronomical Society. 483, 2, p. 2398-2412 15 p.

Research output: Contribution to journalArticle

Open Access
angular momentum
galaxies
gases
gas
ram

A Note on Modified Hermite Interpolation

Kozera, R. & Wilkołazka, M., 10 Dec 2019, In : Mathematics in Computer Science.

Research output: Contribution to journalArticle

Hermite Interpolation
Convergence Order
Parameterization
Interpolation
Sampling

A Novel Decentralized LTL Monitoring Framework Using Formula Progression Table

Bataineh, O., Rosenblum, D. S. & Reynolds, M., 1 Jan 2019, Model Checking Software - 26th International Symposium, SPIN 2019, Proceedings. Biondi, F., Given-Wilson, T. & Legay, A. (eds.). Springer, p. 38-55 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11636 LNCS).

Research output: Chapter in Book/Conference paperConference paper

Linear Temporal Logic
Temporal logic
Progression
Decentralized
Table

A novel scheme for Dark Matter Annihilation Feedback in cosmological simulations

List, F., Iwanus, N., Elahi, P. J. & Lewis, G. F., Nov 2019, In : Monthly Notices of the Royal Astronomical Society. 489, 3, p. 4217-4232 16 p.

Research output: Contribution to journalArticle

dark matter
simulation
injection
blasts
gases
7 Citations (Scopus)

Antibiotic allergy labels in children are associated with adverse clinical outcomes

Lucas, M., Arnold, A., Sommerfield, A., Trevenen, M., Braconnier, L., Schilling, A., Abass, F., Slevin, L., Knezevic, B., Blyth, C., Murray, K., von Ungern-Sternberg, B. & Rueter, K., 1 Mar 2019, In : Journal of Allergy and Clinical Immunology: In Practice. 7, 3, p. 975-982 7 p.

Research output: Contribution to journalArticle

Hypersensitivity
Anti-Bacterial Agents
Length of Stay
Lactams
Lincosamides