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203. Coaching for students: Parents tutoring children as part of their educational process.

Author

Lopez, Sebastian Romero, Fardoun, Habib M., and Alghazzawi, Daniyal M.

Abstract

Parents are important for their children's development; they are the first order socialization agents, who, along with their teachers at school, are important for students' initial and fundamental learning affecting their personalities and lives. Therefore, we propose a joint action of both, teachers in school and parents as a coordinated and cooperated task related to educational work, so to become flattering and rewarding for students. Therefore, we propose an application that will help parents and students to combine major daily tasks. For students, it will help them in their educational process; and for parents, it will help them to efficiently control the educational process. In result, the tool is specifically designed to improve students' academic performance, and possibly affecting their future leaning paths. [ABSTRACT FROM PUBLISHER]

Published
2012

204. A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms

Author

Colchester, Khalid, Hagras, Hani, Alghazzawi, Daniyal, and Aldabbagh, Ghadah

Abstract

The adaptive educational systems within e-learning platforms are built in response to the fact that the learning process is different for each and every learner. In order to provide adaptive e-learning services and study materials that are tailor-made for adaptive learning, this type of educational approach seeks to combine the ability to comprehend and detect a person’s specific needs in the context of learning with the expertise required to use appropriate learning pedagogy and enhance the learning process. Thus, it is critical to create accurate student profiles and models based upon analysis of their affective states, knowledge level, and their individual personality traits and skills. The acquired data can then be efficiently used and exploited to develop an adaptive learning environment. Once acquired, these learner models can be used in two ways. The first is to inform the pedagogy proposed by the experts and designers of the adaptive educational system. The second is to give the system dynamic self-learning capabilities from the behaviors exhibited by the teachers and students to create the appropriate pedagogy and automatically adjust the e-learning environments to suit the pedagogies. In this respect, artificial intelligence techniques may be useful for several reasons, including their ability to develop and imitate human reasoning and decision-making processes (learning-teaching model) and minimize the sources of uncertainty to achieve an effective learning-teaching context. These learning capabilities ensure both learner and system improvement over the lifelong learning mechanism. In this paper, we present a survey of raised and related topics to the field of artificial intelligence techniques employed for adaptive educational systems within e-learning, their advantages and disadvantages, and a discussion of the importance of using those techniques to achieve more intelligent and adaptive e-learning environments.

Published
2017
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206. Global Vectors Representation of Protein Sequences and Its Application for Predicting Self-Interacting Proteins with Multi-Grained Cascade Forest Model.

Author

Chen, Zhan-Heng, You, Zhu-Hong, Zhang, Wen-Bo, Wang, Yan-Bin, Cheng, Li, and Alghazzawi, Daniyal

Subjects
AMINO acid sequence, BIOLOGICAL classification, NATURAL language processing, PROTEINS, GRAIN size
Abstract

Self-interacting proteins (SIPs) is of paramount importance in current molecular biology. There have been developed a number of traditional biological experiment methods for predicting SIPs in the past few years. However, these methods are costly, time-consuming and inefficient, and often limit their usage for predicting SIPs. Therefore, the development of computational method emerges at the times require. In this paper, we for the first time proposed a novel deep learning model which combined natural language processing (NLP) method for potential SIPs prediction from the protein sequence information. More specifically, the protein sequence is de novo assembled by k-mers. Then, we obtained the global vectors representation for each protein sequences by using natural language processing (NLP) technique. Finally, based on the knowledge of known self-interacting and non-interacting proteins, a multi-grained cascade forest model is trained to predict SIPs. Comprehensive experiments were performed on yeast and human datasets, which obtained an accuracy rate of 91.45% and 93.12%, respectively. From our evaluations, the experimental results show that the use of amino acid semantics information is very helpful for addressing the problem of sequences containing both self-interacting and non-interacting pairs of proteins. This work would have potential applications for various biological classification problems. [ABSTRACT FROM AUTHOR]

Published
2019
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207. A pilot study using tactile cueing for gait rehabilitation following stroke

Author

Fardoun, Habib M., Penichet, Victor M. R., Alghazzawi, Daniyal M., Holland, Simon, Wright, Rachel L., Wing, Alan, Crevoisier, Thomas, Hödl, Oliver, Canelli, Maxime, Fardoun, Habib M., Penichet, Victor M. R., Alghazzawi, Daniyal M., Holland, Simon, Wright, Rachel L., Wing, Alan, Crevoisier, Thomas, Hödl, Oliver, and Canelli, Maxime

Abstract

Recovery of walking function is a vital goal of post-stroke rehabilitation. Cueing using audio metronomes has been shown to improve gait, but can be impractical when interacting with others, particularly outdoors where awareness of vehicles and bicycles is essential. Audio is also unsuitable in environments with high background noise, or for those with a hearing impairment. If successful, lightweight portable tactile cueing has the potential to take the benefits of cueing out of the laboratory and into everyday life. The Haptic Bracelets are lightweight wireless devices containing a computer, accelerometers and low-latency vibrotactiles with a wide dynamic range. In this paper we review gait rehabilitation problems and existing solutions, and present an early pilot in which the Haptic Bracelets were applied to post-stroke gait rehabilitation. Tactile cueing during walking was well received in the pilot, and analysis of motion capture data showed immediate improvements in gait.

208. A pilot study using tactile cueing for gait rehabilitation following stroke

Author

Fardoun, Habib M., Penichet, Victor M. R., Alghazzawi, Daniyal M., Holland, Simon, Wright, Rachel L., Wing, Alan, Crevoisier, Thomas, Hödl, Oliver, Canelli, Maxime, Fardoun, Habib M., Penichet, Victor M. R., Alghazzawi, Daniyal M., Holland, Simon, Wright, Rachel L., Wing, Alan, Crevoisier, Thomas, Hödl, Oliver, and Canelli, Maxime

Abstract

Recovery of walking function is a vital goal of post-stroke rehabilitation. Cueing using audio metronomes has been shown to improve gait, but can be impractical when interacting with others, particularly outdoors where awareness of vehicles and bicycles is essential. Audio is also unsuitable in environments with high background noise, or for those with a hearing impairment. If successful, lightweight portable tactile cueing has the potential to take the benefits of cueing out of the laboratory and into everyday life. The Haptic Bracelets are lightweight wireless devices containing a computer, accelerometers and low-latency vibrotactiles with a wide dynamic range. In this paper we review gait rehabilitation problems and existing solutions, and present an early pilot in which the Haptic Bracelets were applied to post-stroke gait rehabilitation. Tactile cueing during walking was well received in the pilot, and analysis of motion capture data showed immediate improvements in gait.

209. Interactive Kinect-Based Rehabilitation Framework for Assisting Children with Upper Limb Cerebral Palsy

Author

Daoud, Mohammad I., Alazrai, Rami, Alhusseini, Abdullah, Shihan, Dima, Alhwayan, Ekhlass, Abou-Tair, Dhiah el Diehn I., Qadoummi, Talal, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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210. A Stationary Bike in Augmented Audio Reality. An Investigation on Soundscapes Influence on Preferred Biking Speed

Author

Maculewicz, Justyna, Serafin, Stefania, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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211. Pressure Data and Multi-material Approach to Design Prosthesis

Author

Comotti, Claudio, Regazzoni, Daniele, Rizzi, Caterina, Vitali, Andrea, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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212. Cognitive Improvement via mHealth for Patients Recovering from Substance Use Disorder

Author

Rosa, B., Oliveira, J., Gamito, P., Lopes, P., Morais, D., Brito, R., Caçoête, C., Leandro, A., Almeida, T., Oliveira, H., Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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213. An Auditory Feedback Based System for Treating Autism Spectrum Disorder

Author

Magrini, Massimo, Carboni, Andrea, Salvetti, Ovidio, Curzio, Olivia, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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214. Intuitively Evaluating Balance Measurement Software Using Kinect2

Author

Lv, Zhihan, Penades, Vicente, Blasco, Sonia, Chirivella, Javier, Gagliardo, Pablo, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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215. Using Wii Balance Board to Evaluate Software Based on Kinect2

Author

Lv, Zhihan, Penades, Vicente, Blasco, Sonia, Chirivella, Javier, Gagliardo, Pablo, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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216. Towards Pervasive Predictive Analytics in Interactive Prevention and Rehabilitation for Older People

Author

Buzzi, Maria Claudia, Buzzi, Marina, Trujillo, Amaury, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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217. Assessment of Attentional and Mnesic Processes Through Gaze Tracking Analysis: Inferences from Comparative Search Tasks Embedded in VR Serious Games

Author

Rosa, Pedro J., Morais, Diogo, Oliveira, Jorge, Gamito, Pedro, Smyth, Olivia, Pavlovic, Matthew, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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218. A Virtual System for Balance Control Assessment at Home

Author

Spezialetti, Matteo, Iacoviello, Daniela, Petracca, Andrea, Placidi, Giuseppe, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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219. Virtual Rehabilitation on the Web: Analyzing and Improving Interaction in Postures Design

Author

Albertos-Marco, Félix, Fernández Valls, José Antonio, Penichet, Víctor M. R., Lozano, María Dolores, Gallud, José A., Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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220. Neuropsychological Predictors of Alcohol Abtinence Following a Detoxification Program

Author

Bento, Bruno, Oliveira, Jorge, Gameiro, Fátima, Brito, Rodrigo, Gamito, Pedro, Lopes, Paulo, Morais, Diogo, Neto, Margarida, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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221. Amblyopia Rehabilitation by Games for Low-Cost Virtual Reality Visors

Author

Bonfanti, Silvia, Gargantini, Angelo, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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222. Hyperbaric Oxygen Chamber Users May Obtain Immersive Enjoyment by Virtual Reality Glasses

Author

Lv, Zhihan, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M., editor, Alghazzawi, Daniyal M., editor, and De la Guia, M. Elena, editor

Published
2017
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223. Predicting miRNA-disease association from heterogeneous information network with GraRep embedding model.

Author

Ji, Bo-Ya, You, Zhu-Hong, Cheng, Li, Zhou, Ji-Ren, Alghazzawi, Daniyal, and Li, Li-Ping

Subjects
*MICRORNA, *RANDOM forest algorithms, *HUMAN genome, *BREAST cancer patients, *LYMPHOMAS
Abstract

In recent years, accumulating evidences have shown that microRNA (miRNA) plays an important role in the exploration and treatment of diseases, so detection of the associations between miRNA and disease has been drawn more and more attentions. However, traditional experimental methods have the limitations of high cost and time- consuming, a computational method can help us more systematically and effectively predict the potential miRNA-disease associations. In this work, we proposed a novel network embedding-based heterogeneous information integration method to predict miRNA-disease associations. More specifically, a heterogeneous information network is constructed by combining the known associations among lncRNA, drug, protein, disease, and miRNA. After that, the network embedding method Learning Graph Representations with Global Structural Information (GraRep) is employed to learn embeddings of nodes in heterogeneous information network. In this way, the embedding representations of miRNA and disease are integrated with the attribute information of miRNA and disease (e.g. miRNA sequence information and disease semantic similarity) to represent miRNA-disease association pairs. Finally, the Random Forest (RF) classifier is used for predicting potential miRNA-disease associations. Under the 5-fold cross validation, our method obtained 85.11% prediction accuracy with 80.41% sensitivity at the AUC of 91.25%. In addition, in case studies of three major Human diseases, 45 (Colon Neoplasms), 42 (Breast Neoplasms) and 44 (Esophageal Neoplasms) of top-50 predicted miRNAs are respectively verified by other miRNA-disease association databases. In conclusion, the experimental results suggest that our method can be a powerful and useful tool for predicting potential miRNA-disease associations. [ABSTRACT FROM AUTHOR]

Published
2020
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224. Assistive E-Health Platform for Permanent Monitoring

Author

Fuicu, Sebastian, Avramescu, Andrei, Lascu, Diana, Padurariu, Roxana, Marcu, Marius, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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225. A Cost-Efficient Tele-rehabilitation Device for Training Distal Upper Limb Functions After Stroke

Author

Weiss, Patrick, Gabrecht, Alexander, Heldmann, Marcus, Schweikard, Achim, Maehle, Erik, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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226. Games-Based Therapy to Stimulate Speech in Children

Author

Fardoun, Habib M., Katib, Iyad A., Cipres, Antonio Paules, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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227. Personalization of Assistance and Knowledge of Performance Feedback on a Hybrid Mobile and Myo-electric Robotic System for Motor Rehabilitation After Stroke

Author

Neves, Davide, Vourvopoulos, Athanasios, Cameirão, Mónica, Bermúdez i Badia, Sergi, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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228. An Exergame Concept for Improving Balance in Elderly People

Author

Nawaz, Ather, Waerstad, Mathilde, Omholt, Kine, Helbostad, Jorunn L., Vereijken, Beatrix, Skjæret, Nina, Kristiansen, Lill, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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229. A New Quantitative Performance Parameter for Monitoring Robotics Rehabilitation Treatment: Technical Guidelines

Author

Peri, Elisabetta, Biffi, Emilia, Maghini, Cristina, Iammarrone, Fernanda Servodio, Gagliardi, Chiara, Germiniasi, Chiara, Pedrocchi, Alessandra, Turconi, Anna Carla, Reni, Gianluigi, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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230. Validation of the Balance Board™ for Clinical Evaluation of Balance Through Different Conditions

Author

Bonnechère, Bruno, Jansen, Bart, Omelina, Lubos, Rooze, Marcel, Van Sint Jan, Serge, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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231. Detection of Interaction with Depth Sensing and Body Tracking Cameras in Physical Rehabilitation

Author

Omelina, Lubos, Jansen, Bart, Bonnechère, Bruno, Oravec, Milos, Van Sint Jan, Serge, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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232. Consonantal Phonation: Appling ICTs for Diagnosis and Treatment of Vocalization Problems

Author

Fardoun, Habib M., AL-Malaise ALGhamdi, Abdullah S., Cipres, Antonio Paules, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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233. Impact of a NFC-Based Application with Educational Purposes on Children Affected by Language Disorders

Author

Biffi, Emilia, Lorusso, Maria Luisa, Reni, Gianluigi, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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234. Smart Garment Design for Rehabilitation

Author

Wang, Qi, Chen, Wei, Markopoulos, Panos, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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235. Blind User Perspectives on a Navigational Autonomy Aid

Author

Alghamdi, Saleh, van Schyndel, Ron, Hamilton, Margaret, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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236. Design Principles for Hapto-Virtual Rehabilitation Environments: Effects on Effectiveness of Fine Motor Hand Therapy

Author

Ramírez-Fernández, Cristina, García-Canseco, Eloísa, Morán, Alberto L., Orihuela-Espina, Felipe, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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237. Assessing Cognitive Functions with VR-Based Serious Games that Reproduce Daily Life: Pilot Testing for Normative Values

Author

Gamito, Pedro, Oliveira, Jorge, Brito, Rodrigo, Lopes, Paulo, Morais, Diogo, Pinto, Ludmila, Rodelo, Luís, Gameiro, Fátima, Rosa, Beatriz, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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238. Assistive Smart Sensing Devices for Gait Rehabilitation Monitoring

Author

Postolache, O., Pereira, J. M. D., Ribeiro, M., Girão, P., Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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239. A Pilot Study Using Tactile Cueing for Gait Rehabilitation Following Stroke

Author

Holland, Simon, Wright, Rachel L., Wing, Alan, Crevoisier, Thomas, Hödl, Oliver, Canelli, Maxime, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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240. Designing New Low-Cost Home-Oriented Systems for Monitoring and Diagnosis of Patients with Sleep Apnea-Hypopnea

Author

Balderas-Díaz, Sara, Benghazi, Kawtar, Garrido, José Luis, Guerrero-Contreras, Gabriel, Miró, Elena, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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241. Design and Evaluation of a Self Adaptive Architecture for Upper-Limb Rehabilitation

Author

Heloir, Alexis, Nunnari, Fabrizio, Haudegond, Sylvain, Havrez, Clémentine, Lebrun, Yoann, Kolski, Christophe, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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242. A Cloud-Assisted Wearable System for Physical Rehabilitation

Author

Fortino, Giancarlo, Gravina, Raffaele, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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243. Early Detection of Cognitive Impairments with the Smart Ageing Serious Game

Author

Tost, Dani, von Barnekow, Ariel, Felix, Eloy, Pazzi, Stefania, Puricelli, Stefano, Bottiroli, Sara, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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244. Systems-of-Systems Framework for Providing Real-Time Patient Monitoring and Care: Challenges and Solutions

Author

Obermaisser, Roman, Abuteir, Mohammed, Khalifeh, Ala, Abou-Tair, Dhiah el Diehn I., Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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245. A Virtual Rehabilitation Solution Using Multiple Sensors

Author

Matos, Nuno, Santos, António, Vasconcelos, Ana, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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246. Measuring Stereoacuity by 3D Technology

Author

Gargantini, Angelo, Facoetti, Giancarlo, Vitali, Andrea, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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247. Applying 3D Graphics to Computerized Cognitive Rehabilitation

Author

Alloni, Anna, Tost, Dani, Panzarasa, Silvia, Zucchella, Chiara, Quaglini, Silvana, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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248. Real-Time Feedback Towards Voluntary Pupil Control in Human-Computer Interaction: Enabling Continuous Pupillary Feedback

Author

Georgi, Juliane, Kowalski, David, Ehlers, Jan, Huckauf, Anke, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Fardoun, Habib M., editor, R. Penichet, Victor M, editor, and Alghazzawi, Daniyal M., editor

Published
2015
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249. A type-2 fuzzy logic recommendation system for adaptive teaching.

Author

Almohammadi, Khalid, Hagras, Hani, Yao, Bo, Alzahrani, Abdulkareem, Alghazzawi, Daniyal, and Aldabbagh, Ghadah

Subjects
*FUZZY logic, *RECOMMENDER systems, *THREE-dimensional modeling, *EFFECTIVE teaching, *FACIAL expression
Abstract

E-learning platforms facilitate the interaction between students and instructors while mitigating temporal or spatial constraints. Nevertheless, such platforms require measuring the degree of students' engagement with the delivered course content and teaching style. Such information is highly valuable for evaluating the quality of the teaching and altering the teaching delivery style in massively crowded online learning platforms. When the number of learners is high, it is essential to attain overall engagement and feedback, yet doing so is highly challenging due to the high levels of uncertainties related to students and the learning context. To handle these uncertainties more robustly, we present a method based on type-2 fuzzy logic utilizing visual RGB-D features, including head pose direction and facial expressions captured from Kinect v2, a low-cost but robust 3D camera, to measure the engagement degree of students in both remote and on-site education. This system augments another self-learning type-2 fuzzy logic system that helps teachers with recommendations of how to adaptively vary their teaching methods to suit the level of students and enhance their instruction delivery. This proposed dynamic e-learning environment integrates both on-site and distance students as well as teachers who instruct both groups of students. The rules are learned from the students' and teachers' learning/teaching behaviors, and the system is continuously updated to give the teacher the ability to adapt the delivery approach to varied learners' engagement levels. The efficiency of the proposed system has been tested through various real-world experiments in the University of Essex iClassroom among a group of thirty students and six teachers. These experiments demonstrate the capabilities-compared to type-1 fuzzy systems and non-adaptive systems-of the proposed interval type-2 fuzzy logic-based system to handle the uncertainties and improve average learners' motivations to engage during learning. [ABSTRACT FROM AUTHOR]

Published
2017
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250. A fuzzy logic-based system for the automation of human behavior recognition using machine vision in intelligent environments.

Author

Yao, Bo, Hagras, Hani, Alhaddad, Mohammed, and Alghazzawi, Daniyal

Subjects
*FUZZY logic, *AUTOMATION, *COMPUTER vision, *ARTIFICIAL intelligence, *FUZZY systems, HUMAN behavior research
Abstract

The recent years have witnessed significant progress in the automation of human behavior recognition using machine vision in order to realize intelligent environments which are capable of detecting users' actions and gestures so that the needed services can be provided automatically and instantly for maximizing the user comfort and safety as well as minimizing energy. However, the majority of traditional human behavior machine vision-based recognition approaches rely on assumptions (such as known spatial locations and temporal segmentations) or computationally expensive approaches (such as sliding window search through a spatio-temporal volume). Hence, it is difficult for such methods to scale up and handle the high uncertainty levels and complexities available in real-world applications. This paper proposes a novel fuzzy machine vision-based framework for efficient humans' behavior recognition. A model-based feature set is utilized to extract visual feature cues including silhouette slices and movement speed from the human silhouette in video sequences which are analyzed as inputs by the proposed fuzzy system. We have employed fuzzy c-means clustering to learn the membership functions of the proposed fuzzy system. The behavior recognition was implemented via selecting the best candidate's behavior category with the highest output degree as the recognized behavior. We have successfully tested our system on the publicly available Weizmann human action dataset where our fuzzy-based system produced an average recognition accuracy of 94.03 %, which outperformed the traditional non-fuzzy systems based on hidden Markov models and other state-of-the-art approaches which were applied on the Weizmann dataset. [ABSTRACT FROM AUTHOR]

Published
2015
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