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1

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 || Decision Tree Learning

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 1.18 MB

english, 2016

2

Big data analytics: Machine learning and Bayesian learning perspectives-What is done? What is not?

Suthaharan, Shan

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2018

Language:

english

File:

PDF, 932 KB

english, 2018

3

[IEEE SOUTHEASTCON 2012 - Orlando, FL, USA (2012.03.15-2012.03.18)] 2012 Proceedings of IEEE Southeastcon - An iterative ellipsoid-based anomaly detection technique for intrusion detection systems

Suthaharan, Shan

Year:

2012

Language:

english

File:

PDF, 427 KB

english, 2012

4

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 ||

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 9.31 MB

english, 2016

5

[ACM Press the 3rd annual conference - Atlanta, Georgia, USA (2014.10.15-2014.10.18)] Proceedings of the 3rd annual conference on Research in information technology - RIIT '14 - Modeling of class imbalance using an empirical approach with spambase dataset and random forest classification

Kotipalli, Kiranmayi, Suthaharan, Shan

Year:

2014

Language:

english

File:

PDF, 1.01 MB

english, 2014

6

An enhanced support vector machine model for urban expansion prediction

Karimi, Firoozeh, Sultana, Selima, Shirzadi Babakan, Ali, Suthaharan, Shan

Journal:

Computers, Environment and Urban Systems

Year:

2019

File:

PDF, 4.51 MB

2019

7

A low-sensitivity quantitative measure for traffic safety data analytics

Suthaharan, Shan

Journal:

International Journal of Data Science and Analytics

Year:

2019

Language:

english

File:

PDF, 2.92 MB

english, 2019

8

Joint Source/Channel Coding to Maximize Perceptual Video Quality on Packet Networks

Seong-Whan Kim, Shan Suthaharan, Geun-Ho Lee, Heung-Kyu Lee, K.R. Rao

Journal:

Real-Time Imaging

Year:

1999

Language:

english

File:

PDF, 555 KB

english, 1999

9

Generation of signal-uncorrelated noise for control experiments in image restoration

Shan Suthaharan, S. Ray

Journal:

Pattern Recognition Letters

Year:

1996

Language:

english

File:

PDF, 790 KB

english, 1996

10

Reduction of queue oscillation in the next generation Internet routers

Shan Suthaharan

Journal:

Computer Communications

Year:

2007

Language:

english

File:

PDF, 644 KB

english, 2007

11

Low bit-rate multimedia communication

Shan Suthaharan, Mrinal Mandal

Journal:

Real-Time Imaging

Year:

2004

Language:

english

File:

PDF, 139 KB

english, 2004

12

No-reference visually significant blocking artifact metric for natural scene images

Shan Suthaharan

Journal:

Signal Processing

Year:

2009

Language:

english

File:

PDF, 539 KB

english, 2009

13

Fragile image watermarking using a gradient image for improved localization and security

Shan Suthaharan

Journal:

Pattern Recognition Letters

Year:

2004

Language:

english

File:

PDF, 819 KB

english, 2004

14

[IEEE SOUTHEASTCON 2012 - Orlando, FL, USA (2012.03.15-2012.03.18)] 2012 Proceedings of IEEE Southeastcon - Relevance feature selection with data cleaning for intrusion detection system

Suthaharan, Shan, Panchagnula, Tejaswi

Year:

2012

Language:

english

File:

PDF, 349 KB

english, 2012

15

Security problems and challenges in a machine learning-based hybrid big data processing network systems

Whitworth, Jeff, Suthaharan, Shan

Journal:

ACM SIGMETRICS Performance Evaluation Review

Year:

2014

Language:

english

File:

PDF, 617 KB

english, 2014

16

Big data classification

Suthaharan, Shan

Journal:

ACM SIGMETRICS Performance Evaluation Review

Year:

2014

Language:

english

File:

PDF, 597 KB

english, 2014

17

[IEEE 2010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) - Brisbane, Australia (2010.12.7-2010.12.10)] 2010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing - Labelled data collection for anomaly detection in wireless sensor networks

Suthaharan, Shan, Alzahrani, Mohammed, Rajasegarar, Sutharshan, Leckie, Christopher, Palaniswami, Marimuthu

Year:

2010

Language:

english

File:

PDF, 185 KB

english, 2010

18

[IEEE 2008 Australasian Telecommunication Networks and Applications Conference (ATNAC) - Adelaide, Australia (2008.12.7-2008.12.10)] 2008 Australasian Telecommunication Networks and Applications Conference - Calculating a Cryptographic Primitive: Suitable for Wireless Sensor Networks

Suthaharan, Shan

Year:

2008

Language:

english

File:

PDF, 112 KB

english, 2008

19

[IEEE 2013 IEEE International Conference on Intelligence and Security Informatics (ISI) - Seattle, WA, USA (2013.06.4-2013.06.7)] 2013 IEEE International Conference on Intelligence and Security Informatics - Lame' curve-based signature discovery learning technique for network traffic classification

Suthaharan, Shan, Sunkara, Laxmi, Keshapagu, Sweta

Year:

2013

Language:

english

File:

PDF, 851 KB

english, 2013

20

A new quality metric based on just-noticeable difference, perceptual regions, edge extraction and human vision

Shan Suthaharan,, Seong-Whan Kim,, Rao, K.R.

Journal:

Canadian Journal of Electrical and Computer Engineering

Year:

2005

File:

PDF, 1.77 MB

2005

21

[IEEE 2012 IEEE International Conference on Intelligence and Security Informatics (ISI 2012) - Washington, DC, USA (2012.06.11-2012.06.14)] 2012 IEEE International Conference on Intelligence and Security Informatics - A unit-circle classification algorithm to characterize back attack and normal traffic for intrusion detection

Suthaharan, Shan

Year:

2012

Language:

english

File:

PDF, 470 KB

english, 2012

22

[IEEE 2008 Australasian Telecommunication Networks and Applications Conference (ATNAC) - Adelaide, Australia (2008.12.7-2008.12.10)] 2008 Australasian Telecommunication Networks and Applications Conference - Measuring Available Bandwidth: pathChirp's Chirp Train Structure Remodeled

Suthaharan, Shan, Kumar, Surender

Year:

2008

Language:

english

File:

PDF, 760 KB

english, 2008

23

[IEEE 2010 IEEE 7th International Conference on Mobile Ad-Hoc and Sensor Systems (MASS) - San Francisco, CA, USA (2010.11.8-2010.11.12)] The 7th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2010) - Sensor data boundary estimation for anomaly detection in wireless sensor networks

Suthaharan, Shan, Leckie, Christopher, Moshtaghi, Masud, Karunasekera, Shanika, Rajasegarar, Sutharshan

Year:

2010

Language:

english

File:

PDF, 392 KB

english, 2010

24

[IEEE 2013 IEEE Global Communications Conference (GLOBECOM 2013) - Atlanta, GA (2013.12.9-2013.12.13)] 2013 IEEE Global Communications Conference (GLOBECOM) - PeB: Periodic broadcast for information distribution in large wireless networks

Lin Yao,, Xiaocheng Zou,, Jing Deng,, Suthaharan, Shan

Year:

2013

Language:

english

File:

PDF, 182 KB

english, 2013

25

[IEEE IEEE SoutheastCon, 2004. - Greensboro, North Carolina, USA ()] IEEE SoutheastCon, 2004. Proceedings. - A Gradient image dependent fragile watermarking for improved security and localization

Shan Suthaharan,, Seong-Whan Kim,

Year:

2004

Language:

english

File:

PDF, 1.57 MB

english, 2004

26

[IEEE 2008 15th IEEE International Conference on Image Processing - San Diego, CA, USA (2008.10.12-2008.10.15)] 2008 15th IEEE International Conference on Image Processing - A no-reference Spatial Aliasing Measure for digital image resizing

Reibman, Amy R., Suthaharan, Shan

Year:

2008

Language:

english

File:

PDF, 237 KB

english, 2008

27

[IEEE 37th Annual Simulation Symposium, 2004. - Arlington, VA, USA (18-22 April 2004)] 37th Annual Simulation Symposium, 2004. Proceedings. - Markov model based congestion control for TCP

Shan Suthaharan,

Year:

2004

Language:

english

File:

PDF, 1.49 MB

english, 2004

28

MPEG-compliant joint source/channel coding using discrete cosine transform and substream scheduling for visual communication over packet networks

Suthaharan, Shan

Journal:

Journal of Electronic Imaging

Year:

2001

Language:

english

File:

PDF, 718 KB

english, 2001

29

New SNR estimate for the Wiener filter to image restoration

Suthaharan, Shan

Journal:

Journal of Electronic Imaging

Year:

1994

Language:

english

File:

PDF, 663 KB

english, 1994

30

[ACM Press the 1st ACM international workshop - Hilton Head, South Carolina, USA (2012.06.11-2012.06.11)] Proceedings of the 1st ACM international workshop on Sensor-Enhanced Safety and Security in Public Spaces - SESP '12 - Intruder detection in public space using suspicious behavior phenomena and wireless sensor networks

Suthaharan, Shan, Bandari, Snigdha

Year:

2012

Language:

english

File:

PDF, 524 KB

english, 2012

31

SPIE Proceedings [SPIE Visual Communications and Image Processing 2000 - Perth, Australia (Tuesday 20 June 2000)] Visual Communications and Image Processing 2000 - Perceptually most significant edge detection algorithm for object-based coding

Suthaharan, Shan, Wu, Hong R., Rao, K. R., Ngan, King N., Sikora, Thomas, Sun, Ming-Ting

Year:

2000

Language:

english

File:

PDF, 2.34 MB

english, 2000

32

[ACM Press the 15th Annual Conference - Atlanta, Georgia, USA (2014.10.15-2014.10.18)] Proceedings of the 15th Annual Conference on Information technology education - SIGITE '14 - FLaSKU - a classroom experience with teaching computer networking

Suthaharan, Shan

Year:

2014

Language:

english

File:

PDF, 1.68 MB

english, 2014

33

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 || Modeling and Algorithms

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 921 KB

english, 2016

34

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 || Big Data Analytics

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 2.63 MB

english, 2016

35

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 || Science of Information

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 227 KB

english, 2016

36

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 || Big Data Essentials

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 222 KB

english, 2016

37

[Integrated Series in Information Systems] Machine Learning Models and Algorithms for Big Data Classification Volume 36 || Deep Learning Models

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 643 KB

english, 2016

38

Logistic Map-Based Fragile Watermarking for Pixel Level Tamper Detection and Resistance

Suthaharan, Shan

Journal:

EURASIP Journal on Information Security

Year:

2010

Language:

english

File:

PDF, 2.04 MB

english, 2010

39

SPIE Proceedings [SPIE IS&T/SPIE 1994 International Symposium on Electronic Imaging: Science and Technology - San Jose, CA (Sunday 6 February 1994)] Image and Video Processing II - New SNR estimate for the Wiener filter to image restoration

Suthaharan, Shan, Rajala, Sarah A., Stevenson, Robert L.

Year:

1994

Language:

english

File:

PDF, 697 KB

english, 1994

40

SPIE Proceedings [SPIE Electronic Imaging 2008 - San Jose, CA (Sunday 27 January 2008)] Real-Time Image Processing 2008 - Chaos-based image encryption scheme using Galois field for fast and secure transmission

Suthaharan, Shan, Kehtarnavaz, Nasser, Carlsohn, Matthias F.

Year:

2008

Language:

english

File:

PDF, 505 KB

english, 2008

41

SPIE Proceedings [SPIE Electronic Imaging '99 - San Jose, CA (Saturday 23 January 1999)] Visual Communications and Image Processing '99 - MPEG-compliant joint source/channel coding using DCT and substream scheduling for packet networks

Kim, Seong-Whan, Suthaharan, Shan, Lee, Geun-Ho, Lee, Heung-Kyu, Rao, K. R., Aizawa, Kiyoharu, Stevenson, Robert L., Zhang, Ya-Qin

Year:

1998

Language:

english

File:

PDF, 1.18 MB

english, 1998

42

SPIE Proceedings [SPIE IS&T/SPIE 1994 International Symposium on Electronic Imaging: Science and Technology - San Jose, CA (Sunday 6 February 1994)] Image and Video Processing II - Image minimization and maximization for MSE estimation of T in image restoration

Suthaharan, Shan, Ray, S., Rajala, Sarah A., Stevenson, Robert L.

Year:

1994

Language:

english

File:

PDF, 479 KB

english, 1994

43

SPIE Proceedings [SPIE IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology - San Jose, CA (Sunday 31 January 1993)] Image and Video Processing - Auxiliary image construction by Lagrange's interpolation for estimation of Γ in image restoration

Suthaharan, Shan, Ray, S., Rabbani, Majid, Sezan, M. Ibrahim, Tekalp, A. Murat

Year:

1993

Language:

english

File:

PDF, 480 KB

english, 1993

44

[IEEE 2016 IEEE Conference on Communications and Network Security (CNS) - Philadelphia, PA, USA (2016.10.17-2016.10.19)] 2016 IEEE Conference on Communications and Network Security (CNS) - A correlation-based subspace analysis for data confidentiality and classification as utility in CPS

Suthaharan, Shan

Year:

2016

Language:

english

File:

PDF, 1.79 MB

english, 2016

45

[IEEE 2016 IEEE Conference on Communications and Network Security (CNS) - Philadelphia, PA, USA (2016.10.17-2016.10.19)] 2016 IEEE Conference on Communications and Network Security (CNS) - Pairing of most relevant variables and bootstrap samples with ridge regression for data sharing

Suthaharan, Shan, Weining Shen,

Year:

2016

Language:

english

File:

PDF, 237 KB

english, 2016

46

[ACM Press the ACMSE 2018 Conference - Richmond, Kentucky (2018.03.29-2018.03.31)] Proceedings of the ACMSE 2018 Conference on - ACMSE '18 - A software engineering schema for data intensive applications

Suthaharan, Shan

Year:

2018

Language:

english

File:

PDF, 723 KB

english, 2018

47

Elliptical modeling and pattern analysis for perturbation models and classification

Suthaharan, Shan, Shen, Weining

Journal:

International Journal of Data Science and Analytics

Year:

2018

Language:

english

File:

PDF, 996 KB

english, 2018

48

[ACM Press the ACMSE 2018 Conference - Richmond, Kentucky (2018.03.29-2018.03.31)] Proceedings of the ACMSE 2018 Conference on - ACMSE '18 - Characterization of differentially private logistic regression

Suthaharan, Shan

Year:

2018

Language:

english

File:

PDF, 678 KB

english, 2018

49

[IEEE 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Orlando, FL (2018.12.17-2018.12.20)] 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Feature Extraction Using Apparent Power and Real Power for Smart Home Data Classification

Vadakattu, Vishali, Suthaharan, Shan

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

50

Urban expansion modeling using an enhanced decision tree algorithm

Karimi, Firoozeh, Sultana, Selima, Babakan, Ali Shirzadi, Suthaharan, Shan

Journal:

Year:

2019

Language:

english

File:

PDF, 4.24 MB

english, 2019