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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

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

4

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

5

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

6

[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

7

[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

8

[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

9

[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

10

[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

11

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

12

[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

13

[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

14

[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

15

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

16

[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

17

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

18

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

19

Big data classification

Suthaharan, Shan

Journal:

ACM SIGMETRICS Performance Evaluation Review

Year:

2014

Language:

english

File:

PDF, 597 KB

english, 2014

20

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

21

[IEEE 2019 IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS) - Washington, DC, USA (2019.5.27-2019.5.29)] 2019 IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS) - Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications

Kundu, Suprateek, Suthaharan, Shan

Year:

2019

File:

PDF, 228 KB

2019

22

[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

23

[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

24

[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

25

[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

26

[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

27

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

28

Laplacian feature detection and feature alignment for multimodal ophthalmic image registration using phase correlation and Hessian affine feature space

Suthaharan, Shan, Rossi, Ethan A., Snyder, Valerie, Chhablani, Jay, Lejoyeux, Raphael, Sahel, JosÃ©-Alain, Dansingani, Kunal

Journal:

Signal Processing

Year:

2020

File:

PDF, 11.82 MB

2020

29

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

30

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

31

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

32

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

33

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

34

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

35

[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

36

[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

37

[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

38

[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

39

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

40

[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

41

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

42

[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

43

[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

44

Low bit-rate multimedia communication

Shan Suthaharan, Mrinal Mandal

Journal:

Real-Time Imaging

Year:

2004

Language:

english

File:

PDF, 139 KB

english, 2004

45

[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

46

[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

47

[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

48

[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

49

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

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

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