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Eftim Zdravevski
45Publications
6H-index
139Citations
Publications 47
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The identification of Activities of Daily Living (ADL) is intrinsic with the user’s environment recognition. This detection can be executed through standard sensors present in every-day mobile devices. On the one hand, the main proposal is to recognize users’ environment and standing activities. On the other hand, these features are included in a framework for the ADL and environment identification. Therefore, this paper is divided into two parts—firstly, acoustic sensors are used for the collec...
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#1Petre LameskiH-Index: 6
#2Ace DimitrievskiH-Index: 2
Last.Saso KoceskiH-Index: 7
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Detecting and recognizing activities of daily living is an important part of ambient assisted living (AAL) systems. This part of the system has the highest impact on the overall system efficiency because it directly provides insights into the user’s health state. One of the main challenges that AAL systems are facing are the privacy concerns and the intrusiveness of the sensors that are being deployed. In an ideal scenario, an aged person should be able to continue his or her normal life without...
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Skin lesion segmentation is an important process in skin diagnostics because it improves manual and computeraided diagnostics by focusing the medical personnel on specific parts of the skin. Image segmentation is a common task in computer vision that partitions a digital image into multiple segments, for which deep neural networks have been proven to be reliable. In this paper, we investigate the applicability of deep learning methods for skin lesion segmentation evaluating three architectures: ...
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#1Ivan Miguel PiresH-Index: 5
#2Nuno M. GarciaH-Index: 10
Last.Eftim ZdravevskiH-Index: 6
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#1Yen Hoang (Leibniz Association)
#2Juliane Pfeil (Technical University of Applied Sciences Wildau)H-Index: 1
Last.Marta Pérez-Casany (UPC: Polytechnic University of Catalonia)H-Index: 6
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The “Advanced Big Data Training School for Life Sciences” took place during September 3-7, 2018, organized by the Data Management Group (DAMA-UPC) at the Technical University of Catalonia (UPC) in Barcelona, Spain. It is the follow-up training school of the first “Big Data Training School for Life Sciences” , held in Uppsala, Sweden, in September 2017, which was defined and structured at the “Think Tank Hackathon”, held in Ljubljana, Slovenia, in February 2018. The aim of this training school wa...
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The detection of the environment where the user is located, is of extreme use for the identification of Activities of Daily Living (ADL). ADL can be identified by use of the sensors available in many off-the-shelf mobile devices, including magnetic and motion, and the environment can be also identified using acoustic sensors. The main objective of this study is to recognize the environments and some standing ADL to include in the development of a framework for the recognition of ADL and its envi...
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#2Ivan Miguel PiresH-Index: 5
Last.Ivan ChorbevH-Index: 7
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#1Ace DimitrievskiH-Index: 2
#2Eftim ZdravevskiH-Index: 6
Last.Vladimir TrajkovikH-Index: 7
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