Search Results - "Ferscha, Alois"

Counting Activities Using Weakly Labeled Raw Acceleration Data: A Variable-Length Sequence Approach with Deep Learning to Maintain Event Duration Flexibility by Sopidis, Georgios, Haslgrübler, Michael, Ferscha, Alois

“…This paper presents a novel approach for counting hand-performed activities using deep learning and inertial measurement units (IMUs). The particular challenge…”
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Robust Feature Representation Using Multi-Task Learning for Human Activity Recognition by Azadi, Behrooz, Haslgrübler, Michael, Anzengruber-Tanase, Bernhard, Sopidis, Georgios, Ferscha, Alois

“…Learning underlying patterns from sensory data is crucial in the Human Activity Recognition (HAR) task to avoid poor generalization when coping with unseen…”
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Alpine Skiing Activity Recognition Using Smartphone’s IMUs by Azadi, Behrooz, Haslgrübler, Michael, Anzengruber-Tanase, Bernhard, Grünberger, Stefan, Ferscha, Alois

“…Many studies on alpine skiing are limited to a few gates or collected data in controlled conditions. In contrast, it is more functional to have a sensor setup…”
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System Design for Sensing in Manufacturing to Apply AI through Hierarchical Abstraction Levels by Sopidis, Georgios, Haslgrübler, Michael, Azadi, Behrooz, Guiza, Ouijdane, Schobesberger, Martin, Anzengruber-Tanase, Bernhard, Ferscha, Alois

“…Activity recognition combined with artificial intelligence is a vital area of research, ranging across diverse domains, from sports and healthcare to smart…”
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On the effectiveness of multi-feature evacuation systems: an agent-based exploratory simulation study by Zia, Kashif, Farooq, Umar, Shafi, Muhammad, Ferscha, Alois

“…Evacuation modeling and simulation are usually used to explore different possibilities for evacuation, however, it is a real challenge to integrate different…”
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Towards Exploration of Social in Social Internet of Vehicles Using an Agent-Based Simulation by Din, Ahmad, Khalid, Abbas, Muhammad, Arshad, Zia, Kashif, Ferscha, Alois

“…Internet of Vehicles (IoV) is turning out to be one of the first impressive examples of Internet of Things (IoT). In IoV, the factors of connectivity and…”
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Micro Activities Recognition in Uncontrolled Environments by Abbas, Ali, Haslgrübler, Michael, Dogar, Abdul Mannan, Ferscha, Alois

“…Deep learning has proven to be very useful for the image understanding in efficient manners. Assembly of complex machines is very common in industries. The…”
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Opportunistic human activity and context recognition by Roggen, D., Troster, Gerhard, Lukowicz, P., Ferscha, A., del R. Millan, Jose, Chavarriaga, R.

“…Achieving true ambient intelligence calls for a new opportunistic activity recognition paradigm in which, instead of deploying information sources for a…”
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Enabling Dynamic Sensor Configuration and Cooperation in Opportunistic Activity Recognition Systems by Kurz, Marc, Hölzl, Gerold, Ferscha, Alois

“…Opportunistic activity recognition as research discipline is characterized by the fact that human activities (and more generally the context) shall be…”
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Socio-Technical Network Analysis from Wearable Interactions by Farrahi, K., Emonet, R., Ferscha, A.

“…Wearable sensing platforms like modern smart phones have proven to be effective means in the complexity and computational social sciences. This paper draws…”
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Attention, Please by Ferscha, Alois

“…The rise of the digital information age to the zettabyte-storage and terabit-communication level has made exploring attention scarcity and the relationship…”
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A survey of context recognition in surgery by Pernek, Igor, Ferscha, Alois

“…With the introduction of operating rooms of the future context awareness has gained importance in the surgical environment. This paper organizes and reviews…”
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Collecting complex activity datasets in highly rich networked sensor environments by Roggen, D, Calatroni, A, Rossi, M, Holleczek, T, Forster, K, Troster, G, Lukowicz, P, Bannach, D, Pirkl, G, Ferscha, A, Doppler, J, Holzmann, C, Kurz, M, Holl, G, Chavarriaga, R, Sagha, H, Bayati, H, Creatura, M, del R Millan, Jose

“…We deployed 72 sensors of 10 modalities in 15 wireless and wired networked sensor systems in the environment, in objects, and on the body to create a…”
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Attention, Please! : Attention Management by FERSCHA, Alois

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LifeBelt: Crowd Evacuation Based on Vibro-Tactile Guidance by Ferscha, Alois, Zia, Kashif

“…To increase crowd evacuation efficiency in emergency situations, the authors developed a wearable computer, LifeBelt, to guide individuals from emergency…”
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20 Years Past Weiser: What's Next? by Ferscha, A.

“…The paper mentions that over the past two decades, the pervasive computing field evolved through roughly three generations of research challenges. Now, the…”
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A Cognitive Assistance Framework for Supporting Human Workers in Industrial Tasks by Haslgrubler, Michael, Gollan, Benedikt, Ferscha, Alois

“…Cognitive systems are capable of human-like actions such as perception, learning, planning, reasoning, self- and context-awareness, interaction, and performing…”
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From Context Awareness to Socially Aware Computing by Lukowicz, P., Pentland, S., Ferscha, A.

“…The new generation of smartphones has realized the early vision of context awareness. The next step is facilitating real-world impact of more complex…”
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Attention Management in Pervasive Computing [Guest Editorial] by Ferscha, Alois, Paradiso, Joseph, Whitaker, Roger

“…As new technologies continuously wash floods of information over individuals via both personal devices and public ICT systems, it's becoming increasingly…”
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A framework for utilizing qualitative spatial relations between networked embedded systems by Holzmann, Clemens, Ferscha, Alois

“…With more and more everyday artifacts being equipped with networked embedded systems technology, their spatial situation or context–such as where they are…”
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