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On Convergence Rate of Adaptive Multiscale Value Function Approximation for Reinforcement Learning

PROCEEDINGS ARTICLE published October 2019 in 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Tao Li | Quanyan Zhu

https://doi.org/10.1109/mlsp.2019.8918816 Actions

Shapley Value Approximation with Divisive Clustering

PROCEEDINGS ARTICLE published December 2019 in 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)

Authors: Kevin Corder | Keith Decker

https://doi.org/10.1109/icmla.2019.00044 Actions

Flooded Edge Gateways – Real-Time Aggregation of High-Density Data Using Complex Event Processing and Machine Learning

BOOK CHAPTER published 2019 in Automation 2019

Authors: J. Elsner | R. Mueller | S. Thümmel

https://doi.org/10.51202/9783181023518-719 Actions

Enabling Autonomous Well Optimization Via Using IoT-Enabled Devices and Machine Learning in Bakken Horizontal Wells

PROCEEDINGS ARTICLE published 28 August 2018 in Day 2 Wed, August 29, 2018

Authors: Jack Freeman | Pandurang Kulkarni | Ryan Benoit | Jesse Filipi | Brian Arnst

https://doi.org/10.2118/190955-ms Actions

Multiple scattering using machine learning

PROCEEDINGS ARTICLE published 28 July 2019 in ACM SIGGRAPH 2019 Talks

Authors: Feng Xie | Anton Kaplanyan | Warren Hunt | Pat Hanrahan

https://doi.org/10.1145/3306307.3328144 Actions

Diagnosing and Predicting Problems with Rod Pumps using Machine Learning

PROCEEDINGS ARTICLE published 15 March 2019 in Day 3 Wed, March 20, 2019

Authors: Patrick Bangert

https://doi.org/10.2118/194993-ms Actions

Resource Management using Machine Learning in Mobile Edge Computing: A Survey

PROCEEDINGS ARTICLE published December 2019 in 2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)

Authors: Marwa Zamzam | Tallal Elshabrawy | Mohamed Ashour

https://doi.org/10.1109/icicis46948.2019.9014733 Actions

Using Supervised Machine Learning Algorithms to Predict BHA Walk Tendencies

PROCEEDINGS ARTICLE published 15 March 2019 in Day 3 Wed, March 20, 2019

Authors: C. I. Noshi | J. J. Schubert

https://doi.org/10.2118/195111-ms Actions

Pliant: Leveraging Approximation to Improve Datacenter Resource Efficiency

PROCEEDINGS ARTICLE published February 2019 in 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA)

Authors: Neeraj Kulkarni | Feng Qi | Christina Delimitrou

https://doi.org/10.1109/hpca.2019.00035 Actions

Machine Learning Techniques to Support Many-Core Resource Management: Challenges and Opportunities

PROCEEDINGS ARTICLE published September 2019 in 2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD)

Authors: Martin Rapp | Hussam Amrouch | Marilyn Wolf | Jorg Henkel

https://doi.org/10.1109/mlcad48534.2019.9142064 Actions

Speech based Emotion Recognition using Machine Learning

PROCEEDINGS ARTICLE published March 2019 in 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)

Authors: Girija Deshmukh | Apurva Gaonkar | Gauri Golwalkar | Sukanya Kulkarni

https://doi.org/10.1109/iccmc.2019.8819858 Actions

Accuracy Prediction for Distributed Decision Tree using Machine Learning approach

PROCEEDINGS ARTICLE published April 2019 in 2019 3rd International Conference on Trends in Electronics and Informatics (ICOEI)

Authors: Siddalingeshwar Patil | Umakant Kulkarni

https://doi.org/10.1109/icoei.2019.8862580 Actions

Multiple Sclerosis Detection via Machine Learning Algorithm, Accurate Simulated Database 3D MRI to 2D Images, using value of Binary Pattern Classification - A Case Study

PROCEEDINGS ARTICLE published October 2019 in 2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)

Authors: Mohammad Moghadasi | Gabor Fazekas

https://doi.org/10.1109/coginfocom47531.2019.9089962 Actions

Sequence-Based Stochastic Receding Horizon Control Using IMM Filtering and Value Function Approximation

PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC)

Authors: Florian Rosenthal | Uwe D. Hanebeck

https://doi.org/10.1109/cdc40024.2019.9029717 Actions

Evaluating Precision of Fluid/Casing Design for Annular Pressure Build-Up APB Application Using Machine-Learning Tools

PROCEEDINGS ARTICLE published 23 September 2019 in Day 1 Mon, September 30, 2019

Authors: Sandeep D. Kulkarni | Aditya Vyas | Himanshu Gupta

https://doi.org/10.2118/196179-ms Actions

Beam Pump Dynamometer Card Classification Using Machine Learning

PROCEEDINGS ARTICLE published 15 March 2019 in Day 3 Wed, March 20, 2019

Authors: Sayed Ali Sharaf | Patrick Bangert | Mohamed Fardan | Khalil Alqassab | Mohamed Abubakr | Mahmood Ahmed

https://doi.org/10.2118/194949-ms Actions

A Scheme of Answer Selection In Community Question Answering Using Machine Learning Techniques

PROCEEDINGS ARTICLE published May 2019 in 2019 International Conference on Intelligent Computing and Control Systems (ICCS)

Authors: Mohini Wakchaure | Prakash Kulkarni

https://doi.org/10.1109/iccs45141.2019.9065834 Actions

Low-Resource Language Identification From Speech Using Transfer Learning

PROCEEDINGS ARTICLE published October 2019 in 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Kexin Feng | Theodora Chaspari

https://doi.org/10.1109/mlsp.2019.8918833 Actions

i-HOPE: Detection And Prediction System For Polycystic Ovary Syndrome (PCOS) Using Machine Learning Techniques

PROCEEDINGS ARTICLE published October 2019 in TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)

Authors: Amsy Denny | Anita Raj | Ashi Ashok | C Maneesh Ram | Remya George

https://doi.org/10.1109/tencon.2019.8929674 Actions

A Machine Learning Task Selection Method for Radar Resource Management (Poster)

PROCEEDINGS ARTICLE published July 2019 in 2019 22th International Conference on Information Fusion (FUSION)

Authors: Zhen Qu | Zhen Ding | Peter Moo

https://doi.org/10.23919/fusion43075.2019.9011342 Actions
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