Essays about: "Interactive Machine-Learning"

Showing result 1 - 5 of 48 essays containing the words Interactive Machine-Learning.

1. 1. "The Uphill AI Contract Challenge The Intra-Active Task: Reimagining Contracts"

   University essay from Göteborgs universitet/Juridiska institutionen

   Author : Filip Seiborg Wikström; [2024-02-16]
   Keywords : AI; Contract Law; New Materialism; Karen Barad; Intra-Action; Spacetimemattering; Ethico-Onto-Epistem-Ology; Cartesian-Newtonian paradigms; Antimethodology; Agency; Machine Learning;

   Abstract : The traditional contract theories are insufficient to handle the challenges Artificial Intelligence (AI) is currently causing and will continue to cause to contract law. These challenges involve problems concerning the subject/object divide, agency, the embedding of legal code into interactive programming code, and ethical aspects concerning the transfer of power away from lawyers. READ MORE

3. 2. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Ilya Ploshchik; [2023]
   Keywords : Visualization; interaction; metamodels; validation metrics; predicted probabilities; stacking; stacked generalization; ensemble learning; machine learning;

   Abstract : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. READ MORE

4. 3. Active learning for text classification in cyber security

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Amanda Carp; [2023]
   Keywords : Interactive machine learning; Active learning; Cost-effective active learning; Cyber environment; Interaktiv maskininlärning; Aktiv inlärning; Kostnadseffektiv aktiv inlärning; Cyberdomänen;

   Abstract : In the domain of cyber security, machine learning promises advanced threat detection. However, the volume of available unlabeled data poses challenges for efficient data management. This study investigates the potential for active learning, a subset of interactive machine learning, to reduce the effort required for manual data labelling. READ MORE

5. 4. Visions of Couture : Designing an Interactive System for Fashion

   University essay from Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

   Author : Gianmarco Gradellini; [2023]
   Keywords : Interaction Design; Gesture Interaction; Embodied Interaction; Holography; Holographic illusions; Fashion; Couture;

   Abstract : Visions of Couture is a project that explores the relationship between high fashion and technology. The aim of this work was to incorporate interactivity in a context, namely fashion, that has always been a pioneer in research and innovation but where interactive artefacts have so far had quite a marginal role. READ MORE

6. 5. Semi-automatic Segmentation & Alignment of Handwritten Historical Text Images with the use of Bayesian Optimisation

   University essay from Uppsala universitet/Avdelningen Vi3

   Author : Philip MacCormack; [2023]
   Keywords : handwritten text recognition; machine learning; bayesian optimisation; image analysis; segmentation; alignment;

   Abstract : To effortlessly digitise historical documents has risen to be of great interest for some time. Part of the digitisation is what is called annotating of the data. Such data annotations are obtained in a process called alignment which links words in an image to the transcript. READ MORE