-
1
-
-
84926153367
-
Big data: Promises and problems
-
Mar
-
V. Gudivada, R. Raeza-Yates, and V. Raghavan, "Big data: Promises and problems, " IEEE Comput., vol. 48, no. 3, pp. 20-23, Mar. 2015.
-
(2015)
Ieee Comput
, vol.48
, Issue.3
, pp. 20-23
-
-
Gudivada, V.1
Raeza-Yates, R.2
Raghavan, V.3
-
2
-
-
69349090197
-
Learning deep architectures for AI
-
Y. Bengio, "Learning deep architectures for AI, " Found. Trends Mach. Learn., vol. 2, no. 1, pp. 1-127, 2009.
-
(2009)
Found. Trends Mach. Learn
, vol.2
, Issue.1
, pp. 1-127
-
-
Bengio, Y.1
-
3
-
-
77749299167
-
-
Apache, "Hadoop, " 2016. [Online]. Available: http://hadoop. apache.org/
-
(2016)
Apache Hadoop
-
-
-
4
-
-
84964264744
-
Renaissance in database management: Navigating the landscape of candidate systems
-
Apr
-
V. Gudivada, D. Rao, and V. Raghavan, "Renaissance in database management: Navigating the landscape of candidate systems, " IEEE Comput., vol. 49, no. 4, pp. 31-42, Apr. 2016.
-
(2016)
Ieee Comput
, vol.49
, Issue.4
, pp. 31-42
-
-
Gudivada, V.1
Rao, D.2
Raghavan, V.3
-
5
-
-
84963755775
-
Data quality issues in big data
-
Oct
-
D. Rao, V. N. Gudivada, and V. V. Raghavan, "Data quality issues in big data, " in Proc. IEEE Int. Conf. Big Data Workshop Data Qual, Oct. 2015, pp. 2654-2660.
-
(2015)
Proc Ieee Int. Conf. Big Data Workshop Data Qual
, pp. 2654-2660
-
-
Rao, D.1
Gudivada, V.N.2
Raghavan, V.V.3
-
6
-
-
84886410951
-
Analysis of cellular objects through diffraction images acquired by flow cytometry
-
J. Zhang, et al., "Analysis of cellular objects through diffraction images acquired by flow cytometry, " Opt. Express, vol. 21, no. 21, pp. 24 819-24 828, 2013.
-
(2013)
Opt. Express
, vol.21
, Issue.21
, pp. 24819-24828
-
-
Zhang, J.1
-
7
-
-
0003517965
-
Metamorphic testing: A new approach for generating next test cases
-
T. Y. Chen, S. C. Cheung, and S. Yiu, "Metamorphic testing: A new approach for generating next test cases, " Dept. Comput. Sci., Hong Kong Univ. Sci. Technol., Tech. Rep. HKUST-CS98-01, 1998.
-
(1998)
Dept. Comput. Sci., Hong Kong Univ. Sci. Technol., Tech. Rep. HKUST-CS98-01
-
-
Chen, T.Y.1
Cheung, S.C.2
Yiu, S.3
-
8
-
-
85011024018
-
An application of metamorphic testing for testing scientific software presented at the 1st Int
-
May
-
J. Ding, D. Zhang, and X. Hu, "An application of metamorphic testing for testing scientific software, " presented at the 1st Int. Workshop Metamorphic Testing ICSE, Austin, TX, USA, May 2016.
-
(2016)
Workshop Metamorphic Testing ICSE, Austin, TX, Usa
-
-
Ding, J.1
Zhang, D.2
Hu, X.3
-
9
-
-
84905104495
-
Testing scientific software: A systematic literature review
-
U. Kanewala and J. M. Bieman, "Testing scientific software: A systematic literature review, " Inf. Softw. Technol., vol. 56, no. 10, pp. 1219-1232, 2014.
-
(2014)
Inf. Softw. Technol
, vol.56
, Issue.10
, pp. 1219-1232
-
-
Kanewala, U.1
Bieman, J.M.2
-
10
-
-
84988891109
-
A survey on metamorphic testing
-
Sep
-
S. Segura, G. Fraser, A. Sanchez, and A. Ruiz-Cortes, "A survey on metamorphic testing, " IEEE Trans. Softw. Eng., vol. 42, no. 9, pp. 805-824, Sep. 2016.
-
(2016)
Ieee Trans. Softw. Eng
, vol.42
, Issue.9
, pp. 805-824
-
-
Segura, S.1
Fraser, G.2
Sanchez, A.3
Ruiz-Cortes, A.4
-
11
-
-
0033667230
-
Models of object recognition
-
R. Maximilian and T. Poggio, "Models of object recognition, " Nature Neuroscience, vol. 3, pp. 1199-1204, 2000.
-
(2000)
Nature Neuroscience
, vol.3
, pp. 1199-1204
-
-
Maximilian, R.1
Poggio, T.2
-
12
-
-
70349662065
-
Development of a diffraction imaging flow cytometer
-
K. Jacobs, J. Lu, and X. Hu, "Development of a diffraction imaging flow cytometer, " Opt. Lett., vol. 34, no. 19, pp. 2985-2987, 2009.
-
(2009)
Opt. Lett
, vol.34
, Issue.19
, pp. 2985-2987
-
-
Jacobs, K.1
Lu, J.2
Hu, X.3
-
13
-
-
85107376302
-
-
Mongodb, 2016. [Online]. Available: https://www.mongodb.com/
-
(2016)
Mongodb
-
-
-
14
-
-
85107371962
-
-
Mongochef, 2016. [Online]. Available: http://3t.io/mongochef/
-
(2016)
Mongochef
-
-
-
16
-
-
84988325110
-
-
ADDA project, 2016. [Online]. Available: https://github.com/adda-Team/adda
-
(2016)
Adda Project
-
-
-
17
-
-
78049383639
-
A practical guide to support vector classification
-
C. Hsu, C.-C. Chang, and C.-J. Lin, "A practical guide to support vector classification, " Nat. Taiwan Univ., Taipei, Taiwan, 2003, [Online]. Available: http://www.csie.ntu.edu.tw/cjlin/papers/guide/guide.pdf
-
(2003)
Nat. Taiwan Univ., Taipei, Taiwan
-
-
Hsu, C.1
Chang, C.-C.2
Lin, C.-J.3
-
18
-
-
84930630277
-
Deep learning
-
May
-
Y. LeCun, Y. Bengio, and G. Hinton, "Deep learning, " Nature, vol. 521, pp. 436-444, May 2015.
-
(2015)
Nature
, vol.521
, pp. 436-444
-
-
LeCun, Y.1
Bengio, Y.2
Hinton, G.3
-
19
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
A. Krizhevsky, I. Sutskever, and G. E. Hinton, "Imagenet classification with deep convolutional neural networks, " in Proc. Advances Neural Inf. Process. Syst., 2012, pp. 1097-1105.
-
(2012)
Proc. Advances Neural Inf. Process. Syst
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
20
-
-
84943460192
-
On a texture-context feature extraction algorithm for remotely sensed imagery
-
R. Haralick, "On a texture-context feature extraction algorithm for remotely sensed imagery, " in Proc. IEEE Comput. Soc. Conf. Decision Control, 1971, pp. 650-657.
-
(1971)
Proc Ieee Comput. Soc. Conf. Decision Control
, pp. 650-657
-
-
Haralick, R.1
-
21
-
-
84865004835
-
Label-free classification of cultured cells through diffraction imaging
-
K. Dong, et al., "Label-free classification of cultured cells through diffraction imaging, " Biomed. Opt. Express, vol. 2, no. 6, pp. 1717-1726, 2011.
-
(2011)
Biomed. Opt. Express
, vol.2
, Issue.6
, pp. 1717-1726
-
-
Dong, K.1
-
22
-
-
0015680481
-
Textural features for image classification
-
Nov
-
R. M. Haralick, K. Shanmugan, and I. H. Dinstein, "Textural features for image classification, " IEEE Trans. Syst. Man Cybern., vol. SMC-3, no. 6, pp. 610-621, Nov. 1973.
-
(1973)
Ieee Trans. Syst. Man Cybern
, vol.3
, Issue.6
, pp. 610-621
-
-
Haralick, R.M.1
Shanmugan, K.2
Dinstein, I.H.3
-
23
-
-
84963568755
-
Feature selection and analysis of diffraction images presented at the 4th IEEE
-
S. K. Thati, J. Ding, D. Zhang, and X. Hu, "Feature selection and analysis of diffraction images, " presented at the 4th IEEE Int. Workshop Inf. Assurance, Vancouver, Canada, 2015.
-
(2015)
Int. Workshop Inf. Assurance, Vancouver, Canada
-
-
Thati, S.K.1
Ding, J.2
Zhang, D.3
Hu, X.4
-
25
-
-
0036647190
-
An efficient k-means clustering algorithm: Analysis and implementation
-
Jul
-
T. Kanungo, D. Mount, N. Netanyahu, C. Piatko, R. Silverman, and A. Wu, "An efficient k-means clustering algorithm: Analysis and implementation, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 7, pp. 881-892, Jul. 2012.
-
(2012)
Ieee Trans. Pattern Anal. Mach. Intell
, vol.24
, Issue.7
, pp. 881-892
-
-
Kanungo, T.1
Mount, D.2
Netanyahu, N.3
Piatko, C.4
Silverman, R.5
Wu, A.6
-
26
-
-
0004060921
-
Correlation-based feature selection for machine learning
-
PhD dissertation
-
M. A. Hall, "Correlation-based feature selection for machine learning, " PhD dissertation, Dept. Comput. Sci., Univ. Waikato, Hamilton, New Zealand, 1999.
-
(1999)
Dept. Comput. Sci., Univ. Waikato, Hamilton, New Zealand
-
-
Hall, M.A.1
-
27
-
-
84963948816
-
Google AI algorithm masters ancient game of go
-
Jan
-
E. Gibney, "Google AI algorithm masters ancient game of go, " Nature, vol. 529, pp. 445-446, Jan. 2016.
-
(2016)
Nature
, vol.529
, pp. 445-446
-
-
Gibney, E.1
-
28
-
-
84886401705
-
Correlating the morphological and light scattering properties of biological cells
-
PhD dissertation
-
M. Moran, "Correlating the morphological and light scattering properties of biological cells, " PhD dissertation, Dept. Dept. Phys., East Carolina Univ., Greenville, NC, USA, 2013.
-
(2013)
Dept. Dept. Phys., East Carolina Univ., Greenville, NC, Usa
-
-
Moran, M.1
-
29
-
-
84919663871
-
Analysis of diffraction imaging in non-conjugate configurations
-
R. Pan, Y. Feng, Y. Sa, J. Lu, K. Jacobs, and X. Hu, "Analysis of diffraction imaging in non-conjugate configurations, " Opt. Express, vol. 22, no. 25, pp. 31568-31574, 2014.
-
(2014)
Opt. Express
, vol.22
, Issue.25
, pp. 31568-31574
-
-
Pan, R.1
Feng, Y.2
Sa, Y.3
Lu, J.4
Jacobs, K.5
Hu, X.6
-
30
-
-
84903701027
-
A quantitative method for measurement of HL-60 cell apoptosis based on diffraction imaging flow cytometry technique
-
X. Yang, et al., "A quantitative method for measurement of HL-60 cell apoptosis based on diffraction imaging flow cytometry technique, " Biomed. Opt. Express, vol. 5, no. 7, pp. 2172-2183, 2014.
-
(2014)
Biomed. Opt. Express
, vol.5
, Issue.7
, pp. 2172-2183
-
-
Yang, X.1
-
31
-
-
85107329744
-
A deep learning based classification of large scale biomedical images
-
Nov
-
M. Zhang, "A deep learning based classification of large scale biomedical images, " ProjectReport-MS-CS-17-0011, East Carolina University, Greenville, NC, Nov. 2016.
-
(2016)
ProjectReport-MS-CS-17-0011, East Carolina University, Greenville, Nc
-
-
Zhang, M.1
-
32
-
-
84906240756
-
Polarization imaging and classification of Jurkat T and Ramos B cells using a flow cytometer
-
Y. Feng, et al., "Polarization imaging and classification of Jurkat T and Ramos B cells using a flow cytometer, " Cytometry A, vol. 85, no. 11, pp. 817-826, 2014.
-
(2014)
Cytometry A
, vol.85
, Issue.11
, pp. 817-826
-
-
Feng, Y.1
-
33
-
-
85107327413
-
-
C.-C. Chang and C.-J. Lin, "LIBSVM, " 2016. [Online]. Available: https://www.csie.ntu.edu.tw/cjlin/libsvm/
-
(2016)
Libsvm
-
-
Chang, C.-C.1
Lin, C.-J.2
-
34
-
-
85026389068
-
-
Caffe project, 2016. [Online]. Available: http://caffe. berkeleyvision.org/
-
(2016)
Caffe Project
-
-
-
36
-
-
84963615021
-
Predicting metamorphic relations for testing scientific software: A machine learning approach using graph kernels
-
U. Kanewala, J. M. Bieman, and A. Ben-Hur, "Predicting metamorphic relations for testing scientific software: A machine learning approach using graph kernels, " J. Softw. Testing Verification Rel., vol. 26, no. 3, pp. 245-269, 2015.
-
(2015)
J. Softw. Testing Verification Rel
, vol.26
, Issue.3
, pp. 245-269
-
-
Kanewala, U.1
Bieman, J.M.2
Ben-Hur, A.3
-
37
-
-
77954829967
-
Self-checked metamorphic testing of an image processing program presented at the 4th IEEE
-
J. Ding, T. Wu, J. Q. Lu, and X. Hu, "Self-checked metamorphic testing of an image processing program, " presented at the 4th IEEE Int. Conf. Secur. Softw. Integr. Rel. Improvement, Singapore, 2010.
-
(2010)
Int. Conf. Secur. Softw. Integr. Rel. Improvement, Singapore
-
-
Ding, J.1
Wu, T.2
Lu, J.Q.3
Hu, X.4
-
38
-
-
84989852894
-
A framework for ensuring the quality of a big data service presented at the 13th IEEE
-
J. Ding, D. Zhang, and X. Hu, "A framework for ensuring the quality of a big data service, " presented at the 13th IEEE Int. Conf. Services Comput., San Francisco, CA, 2016.
-
(2016)
Int. Conf. Services Comput., San Francisco, Ca
-
-
Ding, J.1
Zhang, D.2
Hu, X.3
-
39
-
-
0029478820
-
Reducing the cost of mutation testing: An experimental study
-
W. E. Wong and A. Mathur, "Reducing the cost of mutation testing: An experimental study, " J. Syst. Softw., vol. 31, no. 3, pp. 185-196, 1995.
-
(1995)
J. Syst. Softw
, vol.31
, Issue.3
, pp. 185-196
-
-
Wong, W.E.1
Mathur, A.2
-
40
-
-
80053606092
-
An analysis and survey of the development of mutation testing
-
Sep./Oct
-
Y. Jia and M. Harman, "An analysis and survey of the development of mutation testing, " IEEE Trans. Softw. Eng., vol. 37, no. 5, pp. 649-678, Sep./Oct. 2011.
-
(2011)
Ieee Trans. Softw. Eng
, vol.37
, Issue.5
, pp. 649-678
-
-
Jia, Y.1
Harman, M.2
-
41
-
-
84973293300
-
The challenges of data quality and data quality assessment in the big data era
-
L. Cai and Y. Zhu, "The challenges of data quality and data quality assessment in the big data era, " Data Sci. J., vol. 14, no. 2, pp. 1-10, 2015.
-
(2015)
Data Sci. J
, vol.14
, Issue.2
, pp. 1-10
-
-
Cai, L.1
Zhu, Y.2
-
42
-
-
84978961960
-
Big data validation and quality assurance-issuses, challenges, and needs
-
Mar
-
J. Gao, C. Xie, and C. Tao, "Big data validation and quality assurance-issuses, challenges, and needs, " in Proc. IEEE Symp. Service-Oriented Syst. Eng., Mar. 2016, pp. 433-441.
-
(2016)
Proc Ieee Symp. Service-Oriented Syst. Eng.
, pp. 433-441
-
-
Gao, J.1
Xie, C.2
Tao, C.3
-
43
-
-
84961715267
-
Knowledge-based trust: Estimating the trustworthiness of web sources
-
May
-
X. Dong et al., "Knowledge-based trust: Estimating the trustworthiness of web sources, " Proc. VLDB Endowment, vol. 8, no. 9, pp. 938-949, May 2015.
-
(2015)
Proc. Vldb Endowment
, vol.8
, Issue.9
, pp. 938-949
-
-
Dong, X.1
-
44
-
-
42949104529
-
Truth discovery with multiple conflicting information providers on the web
-
Jun
-
X. Yin, J. Han, and P. S. Yu, "Truth discovery with multiple conflicting information providers on the web, " IEEE Trans. Knowl. Data Eng., vol. 20, no. 6, pp. 796-808, Jun. 2008.
-
(2008)
Ieee Trans. Knowl. Data Eng
, vol.20
, Issue.6
, pp. 796-808
-
-
Yin, X.1
Han, J.2
Yu, P.S.3
-
45
-
-
84963718126
-
Robust and distributed web-scale neardup document conflation in Microsoft academic service
-
Oct
-
C. H. Wu and Y. Song, "Robust and distributed web-scale neardup document conflation in Microsoft academic service, " in Proc. IEEE Int. Conf. Big Data, Oct. 2015, pp. 2606-2611.
-
(2015)
Proc Ieee Int. Conf. Big Data
, pp. 2606-2611
-
-
Wu, C.H.1
Song, Y.2
-
46
-
-
84991664172
-
-
Apache samza, 2016. [Online]. Available: http://samza.apache. org/
-
(2016)
Apache Samza
-
-
-
47
-
-
84979295777
-
On the influence of class noise in medical data classification: Treatment using noise filtering methods
-
Jul
-
J. A. Saez, B. Krawczyk, and M. Wozniak, "On the influence of class noise in medical data classification: Treatment using noise filtering methods, " Appl. Artif. Intell., vol. 30, no. 6, pp. 590-609, Jul. 2016.
-
(2016)
Appl. Artif. Intell
, vol.30
, Issue.6
, pp. 590-609
-
-
Saez, J.A.1
Krawczyk, B.2
Wozniak, M.3
-
48
-
-
84969820470
-
Feature selection has a large impact on one-class classification accuracy for microRNAs in plants
-
Art 5670851
-
M. Yousef, D. S. D. Müserref, W. Khalifa, and J. Allmer, "Feature selection has a large impact on one-class classification accuracy for microRNAs in plants, " Advances Bioinf., vol. 2016, 2016, Art. no. 5670851.
-
(2016)
Advances Bioinf
, vol.2016
-
-
Yousef, M.1
Muserref, D.S.D.2
Khalifa, W.3
Allmer, J.4
-
49
-
-
84888054977
-
Feature selection with test cost constraint
-
F. Min, Q. Hu, and W. Zhu, "Feature selection with test cost constraint, " Int. J. Approximate Reasoning, vol. 55, no. 1, pp. 167-179, 2014.
-
(2014)
Int. J. Approximate Reasoning
, vol.55
, Issue.1
, pp. 167-179
-
-
Min, F.1
Hu, Q.2
Zhu, W.3
-
50
-
-
84942368519
-
Feature selection in machine learning: An exact penalty approach using a difference of convex function algorithm
-
H. A. L. Thi, H. M. Le, and T. P. Dinh, "Feature selection in machine learning: An exact penalty approach using a difference of convex function algorithm, " Mach. Learn., vol. 101, no. 1-3, pp. 163-186, 2015.
-
(2015)
Mach. Learn
, vol.101
, Issue.13
, pp. 163-186
-
-
Thi, H.A.L.1
Le, H.M.2
Dinh, T.P.3
-
51
-
-
84898462811
-
How effectively does metamorphic testing alleviate the oracle problem?
-
Jan
-
H. Liu, F.-C. Kuo, D. Towey, and T. Chen, "How effectively does metamorphic testing alleviate the oracle problem?" IEEE Trans. Softw. Eng., vol. 40, no. 1, pp. 4-22, Jan. 2014.
-
(2014)
Ieee Trans. Softw. Eng
, vol.40
, Issue.1
, pp. 4-22
-
-
Liu, H.1
Kuo, F.-C.2
Towey, D.3
Chen, T.4
-
52
-
-
84907032197
-
Compiler validation via equivalence modulo inputs
-
V. Le, M. Afshari, and Z. Su, "Compiler validation via equivalence modulo inputs, " in Proc. 35th ACM SIGPLAN Conf. Program. Language Des. Implementation, 2014, pp. 216-226.
-
(2014)
Proc. 35th Acm Sigplan Conf. Program. Language Des. Implementation
, pp. 216-226
-
-
Le, V.1
Afshari, M.2
Su, Z.3
-
53
-
-
84951842134
-
Metamorphic model-based testing applied on NASA DAT: An experience report
-
May
-
M. Lindvall, D. Ganesan, R. Ardal, and R. E. Wiegand, "Metamorphic model-based testing applied on NASA DAT: An experience report, " in Proc. 37th Int. Conf. Softw. Eng., May 2015, vol. 2, pp. 129-138.
-
(2015)
Proc. 37th Int. Conf. Softw. Eng
, vol.2
, pp. 129-138
-
-
Lindvall, M.1
Ganesan, D.2
Ardal, R.3
Wiegand, R.E.4
-
54
-
-
84963808208
-
Metamorphic testing for software quality assessment: A study of search engines
-
Mar
-
Z. Zhou, S. Xiang, and T. Chen, "Metamorphic testing for software quality assessment: A study of search engines, " IEEE Trans. Softw. Eng., vol. 42, no. 3, pp. 264-284, Mar. 2016.
-
(2016)
Ieee Trans. Softw. Eng
, vol.42
, Issue.3
, pp. 264-284
-
-
Zhou, Z.1
Xiang, S.2
Chen, T.3
-
55
-
-
79551702481
-
A survey of combinatorial testing
-
Feb
-
C. Nie and H. Leung, "A survey of combinatorial testing, " ACM Comput. Survey, vol. 43, no. 2, pp. 1-29, Feb. 2011.
-
(2011)
Acm Comput. Survey
, vol.43
, Issue.2
, pp. 1-29
-
-
Nie, C.1
Leung, H.2
|