Human-in-the-loop schema induction

T Zhang, I Tham, Z Hou, J Ren, L Zhou, H Xu… - arXiv preprint arXiv …, 2023 - arxiv.org
… Instead of focusing on fully-automated schema induction systems, we propose a human-in-theloop
schema induction pipeline system. Rather than using IR and IE over a large …

[PDF][PDF] Human-in-the-loop Techniques in Machine Learning.

C Chai, G Li - IEEE Data Eng. Bull., 2020 - scholar.archive.org
… We can leverage humans’ intelligence to clean the data and further induce rules to clean
more. (… Then we summarize several commonly used techniques in human-in-the-loop machine …

A survey of human-in-the-loop for machine learning

X Wu, L Xiao, Y Sun, J Zhang, T Ma, L He - Future Generation Computer …, 2022 - Elsevier
… We analyze the human-in-the-loop on system construction … based on human-in-the-loop,
and discuss human-in-the-loop from … In Section 4, we review the human-in-the-loop on system …

Designing human-in-the-loop autonomous cyber-physical systems

M Gil, M Albert, J Fons, V Pelechano - International journal of human …, 2019 - Elsevier
… This section presents a conceptual framework to help in designing Human-in-the-loop
integration within an ACPS. This framework states the concerns that an interaction designer must …

[PDF][PDF] Human-in-the-loop Rule Learning for Data Integration.

J Fan, G Li - IEEE Data Eng. Bull., 2018 - scholar.archive.org
… To address the problem, we propose a human-in-the-loop rule learning approach with
high coverage and high quality. The approach first generates a set of candidate rules, and …

Inferring intent for novice human-in-the-loop iterative learning control

RB Warrier, S Devasia - IEEE Transactions on Control Systems …, 2016 - ieeexplore.ieee.org
scheme is illustrated with a human-in-theloop tracking experiment. Results show that the
proposed human-guided learning scheme … is illustrated with a human-in-the-loop experiment in …

Human-in-the-loop control

RA Hess - Control System Applications, 2018 - taylorfrancis.com
… Consider again the block diagram of Figure 12.2 representing a human-in-the-loop SISO
control problem. Here, the human's task is to null a displayed error signal (difference between …

Empowering XAI and LMI with Human-in-the-loop

N Nobani - 2023 - boa.unimib.it
… One way to overcome this issue is the Human-in-the-Loop (HITL) paradigm: looking at humans
not only as a passive part of the system, ie provider of inputs and consumer of outputs but …

Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?

S Natarajan, S Mathur, S Sidheekh, W Stammer… - arXiv preprint arXiv …, 2024 - arxiv.org
Human-in-the-loop (HIL) systems have emerged as a promising approach for combining the
strengths of data-driven machine learning models with the contextual understanding of …

The human in the loop

AC Koenig, R Riener - Neurorehabilitation technology, 2016 - Springer
… Our results show that skin temperature decreased during cognitive stress induced by a
virtual or arithmetic task. Different studies have found a relationship between negative emotions …