A Survey on Data Collection for Machine Learning: a Big Data -- AI Integration Perspective

8 November 2018

Papers citing "A Survey on Data Collection for Machine Learning: a Big Data -- AI Integration Perspective"

40 / 40 papers shown

Title
InFL-UX: A Toolkit for Web-Based Interactive Federated Learning Tim Maurer Abdulrahman Mohamed Selim Hasan Md Tusfiqur Alam Matthias Eiletz Michael Barz Daniel Sonntag FedML 45 0 0 06 Mar 2025
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data Wentai Wu Ligang He Saiqin Long Ahmed M. Abdelmoniem Yingliang Wu Rui Mao 55 0 0 05 Mar 2025
Generating Skyline Datasets for Data Science Models Mengying Wang Hanchao Ma Yiyang Bian Yangxin Fan Yinghui Wu 36 0 0 16 Feb 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 88 12 0 31 Dec 2024
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling S. Rutherford T. Wolfers Charlotte J. Fraza Nathaniel G. Harrnet Christian F. Beckmann H. Ruhé A. Marquand CML 56 2 0 26 Jul 2024
Explainable machine learning multi-label classification of Spanish legal judgements Francisco de Arriba-Pérez Silvia García-Méndez Francisco J. González Castaño Jaime González-González AILaw 16 13 0 27 May 2024
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying Thomas Pollabauer Volker Knauthe André Boller Arjan Kuijper Dieter W. Fellner 35 3 0 13 May 2024
TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya Hailay Teklehaymanot Dren Fazlija Niloy Ganguly Gourab K. Patro Wolfgang Nejdl 29 0 0 26 Apr 2024
Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey Aneeqa Ijaz Muhammad Nabeel Usama Masood Tahir Mahmood M. Hashmi Iryna Posokhova Ali Rizwan Ali Imran 27 53 0 24 Sep 2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 33 6 0 30 Jul 2023
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin S. Rinderle-Ma AI4TS 38 2 0 08 Feb 2023
Behavioural Reports of Multi-Stage Malware Marcus Carpenter Chunbo Luo 13 3 0 30 Jan 2023
DMOps: Data Management Operation and Recipes E. Choi Chanjun Park 27 7 0 02 Jan 2023
The Grind for Good Data: Understanding ML Practitioners' Struggles and Aspirations in Making Good Data Inha Cha Juhyun Oh Cheul Young Park Jiyoon Han Hwalsuk Lee 21 2 0 28 Nov 2022
Maintaining Performance with Less Data Dominic Sanderson Tatiana Kalgonova 23 1 0 03 Aug 2022
Two Decades of Bengali Handwritten Digit Recognition: A Survey A. A. Ashikur Rahman Md. Bakhtiar Hasan Sabbir Ahmed Tasnim Ahmed Md. Hamjajul Ashmafee Mohammad Ridwan Kabir M. H. Kabir 28 24 0 05 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 19 117 0 29 May 2022
Scientometric Review of Artificial Intelligence for Operations & Maintenance of Wind Turbines: The Past, Present and Future Joyjit Chatterjee Nina Dethlefs 23 83 0 30 Mar 2022
The 6-Ds of Creating AI-Enabled Systems J. Piorkowski 16 0 0 04 Feb 2022
Fairness of Machine Learning Algorithms in Demography I. Emmanuel E. Mitrofanova FaML 14 0 0 02 Feb 2022
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN Peizheng Li Jonathan D. Thomas Xiaoyang Wang Ahmed Khalil A. Ahmad ... S. Kapoor Arjun Parekh A. Doufexi Arman Shojaeifard Robert Piechocki AI4TS 14 37 0 12 Nov 2021
Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management Sergio Cofre-Martel E. Droguett M. Modarres AI4CE 22 37 0 08 Oct 2021
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition Junkun Yuan Anpeng Wu Kun Kuang B. Li Runze Wu Fei Wu Lanfen Lin CML 42 38 0 13 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 52 94 0 01 Jul 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 26 86 0 04 May 2021
Weather and Light Level Classification for Autonomous Driving: Dataset, Baseline and Active Learning Mahesh M Dhananjaya V. Kumar S. Yogamani 15 35 0 28 Apr 2021
Accelerating GMRES with Deep Learning in Real-Time Kevin Luna Katherine Klymko Johannes P. Blaschke AI4CE 27 13 0 19 Mar 2021
Artificial Intelligence Narratives: An Objective Perspective on Current Developments Noah Klarmann AI4TS 14 2 0 18 Mar 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 27 2 0 04 Jan 2021
Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges Kashif Ahmad Majdi Maabreh M. Ghaly Khalil Khan Junaid Qadir Ala I. Al-Fuqaha 19 142 0 14 Dec 2020
Reflective-Net: Learning from Explanations Johannes Schneider Michalis Vlachos FAtt OffRL LRM 52 18 0 27 Nov 2020
Detecting Backdoors in Neural Networks Using Novel Feature-Based Anomaly Detection Hao Fu A. Veldanda P. Krishnamurthy S. Garg Farshad Khorrami AAML 17 14 0 04 Nov 2020
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models Ki Hyun Tae Steven Euijong Whang 18 39 0 10 Mar 2020
xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems Vineel Nagisetty Laura Graves Joseph Scott Vijay Ganesh GAN DRL 13 27 0 24 Feb 2020
Arachne: Search Based Repair of Deep Neural Networks Jeongju Sohn Sungmin Kang S. Yoo KELM 14 44 0 28 Dec 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao X. Chu 17 1,418 0 02 Aug 2019
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 111 466 0 09 Jun 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 185 711 0 17 Apr 2018
Learning-based Video Motion Magnification Tae-Hyun Oh Ronnachai Jaroensri Changil Kim Mohamed A. Elgharib F. Durand William T. Freeman Wojciech Matusik 40 151 0 08 Apr 2018
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 145 569 0 19 Mar 2017