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Items: 1 to 50 of 91

1.

An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks.

Wang Q, Zhang K, Ororbia Ii AG, Xing X, Liu X, Giles CL.

Neural Comput. 2018 Sep;30(9):2568-2591. doi: 10.1162/neco_a_01111. Epub 2018 Jul 18.

PMID:
30021081
2.

Hot streaks in artistic, cultural, and scientific careers.

Liu L, Wang Y, Sinatra R, Giles CL, Song C, Wang D.

Nature. 2018 Jul;559(7714):396-399. doi: 10.1038/s41586-018-0315-8. Epub 2018 Jul 11.

PMID:
29995850
3.

Obsessive-Compulsive Disorder with Suicide Obsessions in a First Responder without Previous Diagnosis of OCD or History of Suicide Attempts.

Rachamallu V, Song MM, Liu H, Giles CL, McMahon T.

Case Rep Psychiatry. 2017;2017:4808275. doi: 10.1155/2017/4808275. Epub 2017 Oct 2.

4.

How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information.

Tuarob S, Tucker CS, Kumara S, Giles CL, Pincus AL, Conroy DE, Ram N.

J Biomed Inform. 2017 Apr;68:1-19. doi: 10.1016/j.jbi.2017.02.010. Epub 2017 Feb 15.

5.

Unifying Adversarial Training Algorithms with Data Gradient Regularization.

Ororbia Ii AG, Kifer D, Giles CL.

Neural Comput. 2017 Apr;29(4):867-887. doi: 10.1162/NECO_a_00928. Epub 2017 Jan 17.

PMID:
28095194
6.

The CHEMDNER corpus of chemicals and drugs and its annotation principles.

Krallinger M, Rabal O, Leitner F, Vazquez M, Salgado D, Lu Z, Leaman R, Lu Y, Ji D, Lowe DM, Sayle RA, Batista-Navarro RT, Rak R, Huber T, Rocktäschel T, Matos S, Campos D, Tang B, Xu H, Munkhdalai T, Ryu KH, Ramanan SV, Nathan S, Žitnik S, Bajec M, Weber L, Irmer M, Akhondi SA, Kors JA, Xu S, An X, Sikdar UK, Ekbal A, Yoshioka M, Dieb TM, Choi M, Verspoor K, Khabsa M, Giles CL, Liu H, Ravikumar KE, Lamurias A, Couto FM, Dai HJ, Tsai RT, Ata C, Can T, Usié A, Alves R, Segura-Bedmar I, Martínez P, Oyarzabal J, Valencia A.

J Cheminform. 2015 Jan 19;7(Suppl 1 Text mining for chemistry and the CHEMDNER track):S2. doi: 10.1186/1758-2946-7-S1-S2. eCollection 2015.

7.

Chemical entity extraction using CRF and an ensemble of extractors.

Khabsa M, Giles CL.

J Cheminform. 2015 Jan 19;7(Suppl 1 Text mining for chemistry and the CHEMDNER track):S12. doi: 10.1186/1758-2946-7-S1-S12. eCollection 2015.

8.

The number of scholarly documents on the public web.

Khabsa M, Giles CL.

PLoS One. 2014 May 9;9(5):e93949. doi: 10.1371/journal.pone.0093949. eCollection 2014.

9.

The detection of feigning using multiple PAI scale elevations: a new index.

Gaines MV, Giles CL, Morgan RD.

Assessment. 2013 Aug;20(4):437-47. doi: 10.1177/1073191112458146. Epub 2012 Sep 3.

PMID:
22946102
10.

Poster presentations at medical conferences: an effective way of disseminating research?

Goodhand JR, Giles CL, Wahed M, Irving PM, Langmead L, Rampton DS.

Clin Med (Lond). 2011 Apr;11(2):138-41.

PMID:
21526694
11.

Nonconvex online support vector machines.

Ertekin S, Bottou L, Giles CL.

IEEE Trans Pattern Anal Mach Intell. 2011 Feb;33(2):368-81. doi: 10.1109/TPAMI.2010.109.

PMID:
20513924
12.

Block-suffix shifting: fast, simultaneous medical concept set identification in large medical record corpora.

Liu Y, Lita LV, Niculescu RS, Mitra P, Giles CL.

AMIA Annu Symp Proc. 2008 Nov 6:424-8.

13.

Neural networks and hybrid intelligent models: foundations, theory, and applications.

Giles CL, Sun R, Zurada JM.

IEEE Trans Neural Netw. 1998;9(5):721-3. doi: 10.1109/TNN.1998.712147. No abstract available.

PMID:
18255761
14.

Winners don't take all: Characterizing the competition for links on the web.

Pennock DM, Flake GW, Lawrence S, Glover EJ, Giles CL.

Proc Natl Acad Sci U S A. 2002 Apr 16;99(8):5207-11.

15.

Information science. Cybertools and archaeology.

Snow DR, Gahegan M, Giles CL, Hirth KG, Milner GR, Mitra P, Wang JZ.

Science. 2006 Feb 17;311(5763):958-9. No abstract available.

PMID:
16484480
16.

Who gets acknowledged: measuring scientific contributions through automatic acknowledgment indexing.

Giles CL, Councill IG.

Proc Natl Acad Sci U S A. 2004 Dec 21;101(51):17599-604. Epub 2004 Dec 15.

17.
19.

The real power of artificial markets.

Pennock DM, Lawrence S, Giles CL, Nielsen FA.

Science. 2001 Feb 9;291(5506):987-8. No abstract available.

PMID:
11232583
20.

Talking helps: evolving communicating agents for the predator-prey pursuit problem.

Jim KC, Giles CL.

Artif Life. 2000 Summer;6(3):237-54.

PMID:
11224918
21.

Learning chaotic attractors by neural networks.

Bakker R, Schouten JC, Giles CL, Takens F, van den Bleek CM.

Neural Comput. 2000 Oct;12(10):2355-83.

PMID:
11032038
22.

Accessibility of information on the web.

Lawrence S, Giles CL.

Nature. 1999 Jul 8;400(6740):107-9. No abstract available.

PMID:
10428673
23.

Searching the world wide Web

Lawrence S, Giles CL.

Science. 1998 Apr 3;280(5360):98-100.

24.

A pilot study of the Personality Assessment Inventory (PAI) in corrections: assessment of malingering, suicide risk, and aggression in male inmates.

Wang EW, Rogers R, Giles CL, Diamond PM, Herrington-Wang LE, Taylor ER.

Behav Sci Law. 1997 Autumn;15(4):469-82.

PMID:
9433749
25.

Chronic Propionibacterium acnes endophthalmitis as a cause of intermediate uveitis.

Ormerod LD, Puklin JE, Giles CL.

Ocul Immunol Inflamm. 1997 Mar;5(1):67-8.

PMID:
9145695
26.

Computational capabilities of recurrent NARX neural networks.

Siegelmann HT, Horne BG, Giles CL.

IEEE Trans Syst Man Cybern B Cybern. 1997;27(2):208-15.

PMID:
18255858
27.

On the distribution of performance from multiple neural-network trials.

Lawrence S, Back AD, Tsoi AC, Giles CL.

IEEE Trans Neural Netw. 1997;8(6):1507-17.

PMID:
18255751
28.

Time-delay neural networks: representation and induction of finite-state machines.

Clouse DS, Giles CL, Horne BG, Cottrell GW.

IEEE Trans Neural Netw. 1997;8(5):1065-70.

PMID:
18255709
29.

Face recognition: a convolutional neural-network approach.

Lawrence S, Giles CL, Tsoi AC, Back AD.

IEEE Trans Neural Netw. 1997;8(1):98-113.

PMID:
18255614
30.
31.

An analysis of noise in recurrent neural networks: convergence and generalization.

Jim KC, Giles CL, Horne BG.

IEEE Trans Neural Netw. 1996;7(6):1424-38.

PMID:
18263536
32.

Learning long-term dependencies in NARX recurrent neural networks.

Lin T, Horne BG, Tino P, Giles CL.

IEEE Trans Neural Netw. 1996;7(6):1329-38.

PMID:
18263528
33.

Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution.

Giles CL, Chen D, Sun GZ, Chen HH, Lee YC, Goudreau MW.

IEEE Trans Neural Netw. 1995;6(4):829-36.

PMID:
18263373
34.

Pruning recurrent neural networks for improved generalization performance.

Giles CL, Omlin CW.

IEEE Trans Neural Netw. 1994;5(5):848-51.

PMID:
18267860
35.

First-order versus second-order single-layer recurrent neural networks.

Goudreau MW, Giles CL, Chakradhar ST, Chen D.

IEEE Trans Neural Netw. 1994;5(3):511-3.

PMID:
18267822
36.

Children with exotropia responsive to spectacle correction of hyperopia.

Iacobucci IL, Archer SM, Giles CL.

Am J Ophthalmol. 1993 Jul 15;116(1):79-83.

PMID:
8328547
37.

Optical computing: introduction by the feature editors.

Jenkins BK, Lee SH, Giles CL.

Appl Opt. 1992 Sep 10;31(26):5423-5. doi: 10.1364/AO.31.005423.

PMID:
20733726
38.

Inadvertent penetrating injury to the globe with periocular corticosteroid injection.

Jain VK, Mames RN, McGorray S, Giles CL.

Ophthalmic Surg. 1991 Sep;22(9):508-11.

PMID:
1945275
39.

Pediatric intermediate uveitis.

Giles CL.

J Pediatr Ophthalmol Strabismus. 1989 May-Jun;26(3):136-9.

PMID:
2723976
40.

Uveitis in childhood--Part III. Posterior.

Giles CL.

Ann Ophthalmol. 1989 Jan;21(1):23-8. Review.

PMID:
2648933
41.

Uveitis in childhood--Part II. Intermediate.

Giles CL.

Ann Ophthalmol. 1989 Jan;21(1):20-2. Review.

PMID:
2648932
42.

Uveitis in childhood--Part I. Anterior.

Giles CL.

Ann Ophthalmol. 1989 Jan;21(1):13-9, 28. Review.

PMID:
2648931
43.

Learning, invariance, and generalization in high-order neural networks.

Giles CL, Maxwell T.

Appl Opt. 1987 Dec 1;26(23):4972-8. doi: 10.1364/AO.26.004972.

PMID:
20523475
44.

Results of overminus lens therapy on postoperative exodeviations.

Iacobucci IL, Martonyi EJ, Giles CL.

J Ophthalmic Nurs Technol. 1987 Jan-Feb;6(1):19-24. No abstract available.

PMID:
3644014
45.

Results of overminus lens therapy on postoperative exodeviations.

Iacobucci IL, Martonyi EJ, Giles CL.

J Pediatr Ophthalmol Strabismus. 1986 Nov-Dec;23(6):287-91.

PMID:
3454371
46.

Familial pars planitis.

Culbertson WW, Giles CL, West C, Stafford T.

Retina. 1983;3(3):179-81.

PMID:
6635352
47.

Imaging with rotating slit apertures and rotating collimators.

Gindi GR, Arendt J, Barrett HH, Chiu MY, Ervin A, Giles CL, Kujoory MA, Miller EL, Simpson RG.

Med Phys. 1982 May-Jun;9(3):324-39.

PMID:
6981056
48.

Multiplexed coherent optical processor for calculating generalized moments.

Blodgett JA, Athale RA, Giles CL, Szu HH.

Opt Lett. 1982 Jan 1;7(1):7-9.

PMID:
19710805
49.

Peripheral uveitis in three children of one family.

Giles CL, Tanton JH.

J Pediatr Ophthalmol Strabismus. 1980 Sep-Oct;17(5):297-9.

PMID:
7441437
50.

Treatment failure in anterior uveitis in children.

Giles CL.

J Pediatr Ophthalmol Strabismus. 1979 May-Jun;16(3):188-9.

PMID:
458531

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