A review of smart homes in healthcare

The technology of Smart Homes (SH), as an instance of ambient assisted living technologies, is designed to assist the homes’ residents accomplishing their daily-living activities and thus having a better quality of life while preserving their privacy. A SH system is usually equipped with a collection of inter-related software and hardware components to monitor the living space by capturing the behaviour of the resident and understanding his activities. By doing so the system can inform about risky situations and take actions on behalf of the resident to his satisfaction. The present survey will address technologies and analysis methods and bring examples of the state of the art research studies in order to provide background for the research community. In particular, the survey will expose infrastructure technologies such as sensors and communication platforms along with artificial intelligence techniques used for modeling and recognizing activities. A brief overview of approaches used to develop Human–Computer interfaces for SH systems is given. The survey also highlights the challenges and research trends in this area

Modeling Interaction in Multi-Resident Activities

In this paper we investigate the problem of modeling multi-resident activities. Specifically, we explore different approaches based on Hidden Markov Models (HMMs) to deal with parallel activities and cooperative activities. We propose an HMM-based method, called CL-HMM, where activity labels as well as observation labels of different residents are combined to generate the corresponding sequence of activities as well as the corresponding sequence of observations on which a conventional HMM is applied. We also propose a Linked HMM (LHMM) in which activities of all residents are linked at each time step. We compare these two models to baseline models which are Coupled HMM (CHMM) and Parallel HMM (PHMM). The experimental results show that the proposed models outperform CHMM and PHMM when tested on parallel and cooperative activities

Etude physicochimique et microbiologique de l’huile essentielle de Thymus fontanesii Boiss & Reut

Thymus fontanesii (thym) est une plante aromatique, répandue en Algérie et très utilisée par les populations locales pour ses vertus médicinales. L’huile essentielle de cette plante originaire de l’ouest algérien, fait l’objet dans cet article d’une étude physicochimique et microbiologique. L’extraction de l’huile essentielle a été effectuée par entraînement à la vapeur d’eau. Le rendement obtenu à partir des feuilles (2%) est intéressant pour l’exploitation industrielle. La densité spécifique (0.9219), l’indice de réfraction à 20° (1.4999), le pouvoir rotatoire (+3.4313), la miscibilité à l’éthanol (0.6V/1V), le point de congélation

Valeurs nutritives et toxicité du foenicululm vulgare miller

Food values and toxicity of the foenicululm vulgare millerFoeniculum vulagre Mill. plant aromatic, spontaneous and wides pread in algeria is used by the population for its medicinal virtues. Our samples, coming from the Algerian west, showed that the contents of the principal compounds resulting from the primary metabolism and for each part of the plant (soed, stem and roots) are interesting for proteins (17,5 %) and lipids (12 %) and relatively  weak for glucids (13 %). The presence of toxic components coming from the secondary metabolism in particular the coumarins and tanins, made up recognized like inhibiting the digestibility of proteins, influential on the evolution of the ponderal mass of the animal (rat "Wistar"). The saponosides, flavonoïdes, sterols and steroïdes, tanins, coumarins, alcaloïdes, anthracenosides, anthocyanosides and emodols with little or no presence, have only little influence on the digestibility qualities of the plant. The output of 2,7 % in essential oil from the flowering plant is interesting and is in conformity with those obtained by the literature

A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition

With the propagation of sensor devices applied in smart home, activity recognition has ignited huge interest and most existing works assume that there is only one habitant. While in reality, there are generally multiple residents at home, which brings greater challenge to recognize activities. In addition, many conventional approaches rely on manual time series data segmentation ignoring the inherent characteristics of events and their heuristic hand-crafted feature generation algorithms are difficult to exploit distinctive features to accurately classify different activities. To address these issues, we propose an end-to-end Tree-Structure Convolutional neural network based framework for Multi-Resident Activity Recognition (TSC-MRAR). First, we treat each sample as an event and obtain the current event embedding through the previous sensor readings in the sliding window without splitting the time series data. Then, in order to automatically generate the temporal features, a tree-structure network is designed to derive the temporal dependence of nearby readings. The extracted features are fed into the fully connected layer, which can jointly learn the residents labels and the activity labels simultaneously. Finally, experiments on CASAS datasets demonstrate the high performance in multi-resident activity recognition of our model compared to state-of-the-art techniques.Comment: 12 pages, 4 figure

Effet des pratiques de conservation du sol sur la croissance et les composantes du rendement du mais dans le bassin versant de Lokogba au Benin

Les pratiques d’une agriculture de conservation visant une couverture permanente du sol suivie de la réduction du travail du sol pourrait être une innovation dans les stratégies paysannes pour une agriculture durable. La présente étude a pour objectif d’évaluer l’effet du mode de travail du sol et du mulching sur les performances agronomiques du maïs semé sur le bassin versant de Lokogba, à Aplahoué. Un essai en Bloc Complètement Randomisé à quatre répétitions et 8 traitements (Semis direct, Minimum labour, Labour à plat, Billonnage, Semis direct + Mulch en surface, Minimum labour + Mulch en surface, Labour à plat + Mulch en surface, Billonnage + Mulch surface) a été installé. Les résultats indiquent que le travail du sol a affecté significativement les performances agronomiques du maïs au seuil de 5 %. Le semis direct a enregistré les valeurs les plus faibles des paramètres (2,66 cm/j de vitesse de croissance, 65,81 cm2 d’indice foliaire, 797,8 kg MS/ha de grains et 911,8 kg MS/ha de pailles de maïs) contre le billonnage qui a enregistré les meilleures performances (3,62 cm/j de vitesse de croissance, 120 cm2 d’indice foliaire, 2175,4 kg MS/ha de grains et 2475,4 kg MS/ha de pailles de maïs). L’indice de récolte et le diamètre au collet des plants les plus élevés 0,4 % et 1,37 cm, respectivement, ont été obtenus avec le labour à plat. Le mulching a amélioré le diamètre au collet des plants de 1,28 à 1,37 cm, l’indice foliaire de 73,05 à 114,02 cm2 (p < 0,0001) et la vitesse de croissance des plants de 2,91 à 3,75 cm/j (p < 0,0001). Le rendement en grains est passé de 1020,5 kg MS/ha sans couverture de mulch à 2138,1 kg MS/ha avec couverture de mulch et l’indice de récolte de 31,1 à 41,1 p.c. La combinaison des deux facteurs n’a toujours pas donné un effet significatif sur les performances agronomiques du maïs. Quels que soient le mode de travail du sol et la couverture ou non de mulch, le rendement en grains dépend significativement de l’indice de récolte, des spathes et des pailles du maïs (100r2 = 95,34).Mots clés: Semis direct, labour, mulching, maïs, bassin versantEnglish Title: Effect of soil conservation practices on maize productivity in Lokogba watershed in BeninEnglish AbstractConservation agriculture with permanent soil covering could be an innovation in farming practices dealing to sustainable agriculture. This study aims to evaluate the effect of tillage and mulching on the agronomic performance of maize, planted in the watershed of Lokogba in Aplahoué. A randomized completed bloc design with four replications was chosen. Eight treatments were concerned in the trial as followed: Direct sowing, Minimum tillage, Tillage, Conventional tillage, Direct sowing + Mulch on surface, Minimum tillage + Mulch on surface, Tillage + Mulch on surface, Conventional tillage + Mulch on surface. Results indicated that tillage significantly affected the agronomic performance of maize. Direct seeding recorded the lowest parameters (2.66 cm.day-1 of growth rate and 65.81 cm2 of leaf area index, 797.8 kg DM.ha-1 of grain and 911.8 kg DM.ha-1 of maize straw) against conventional tillage with the best performance (3.62 cm.day-1 of growth rate and 120 cm2 of leaf area index, 2175.4 kg DM.ha-1 of grain and 2475.4 kg DM.ha-1 of maize straw). The  highest harvest index and collar diameter of plants (0.4% and 1.37 cm, respectively) were obtained with the tillage. Mulching improved the collar diameter of plants from 1.28 to 1.37 cm (but no significantly), the leaf area index from 73.05 to 114.02 cm2 (p < 0.0001) and the growth rate from 2.91 to 3.75 cm.day-1 (p < 0.0001). The grain yield increased from 1020.5 kg DM.ha-1 without mulch to 2138.1 kg DM.ha-1 with mulch and harvest index from 31.1 to 41.1 %. The combination of both factors have not a significant effect on the agronomic performance of maize. Whatever the type of tillage and with or without mulch, the grain yield significantly depends on the harvest index, husk and maize straw (100r2 = 95.34).Keywords: Direct seeding, tillage, mulching, maize, watershe

Acoustic assessment of erygmophonic speech of Moroccan laryngectomized patients

Introduction: Acoustic evaluation of alaryngeal voices is among the most prominent issues in speech analysis field. In fact, many methods have been developed to date to substitute the classic perceptual evaluation. The Aim of this study is to present our experience in erygmophonic speech objective assessment and to discuss the most widely used methods of acoustic speech appraisal. through a prospective case-control study we have measured acoustic parameters of speech quality during one year of erygmophonic rehabilitation therapy of Moroccan laryngectomized patients. Methods: We have assessed acoustic parameters of erygmophonic speech samples of eleven laryngectomized patients through the speech rehabilitation therapy. Acoustic parameters were obtained by perturbation analysis method and linear predictive coding algorithms also through the broadband spectrogram. Results: Using perturbation analysis methods, we have found erygmophonic voice to be significantly poorer than normal speech and it exhibits higher formant frequency values. However, erygmophonic voice shows also higher and extremely variable Error values that were greater than the acceptable level. And thus, live a doubt on the reliability of those analytic methods results. Conclusion: Acoustic parameters for objective evaluation of alaryngeal voices should allow a reliable representation of the perceptual evaluation of the quality of speech. This requirement has not been fulfilled by the common methods used so far. Therefore, acoustical assessment of erygmophonic speech needs more investigations

Vessel Segmentation on Computed Tomography Angiography

International audienceThis short paper describes our contribution in the research aimed at model based vessel segmentation on CTA. Although each partner was involved in a main subject among what follows, the contribution is a joint effort of all the partners, as a result of regular visits in France and Israel, as well as between partners in each country. The French Hospital Partner in Lyon provided a large set of CTA studies, including sets with two studies performed on each patient and about 20 studies suitable for work on other aspects of cardiac vessel segmentation

Application de la technique de 137Cs à l'estimation de l'érosion hydrique dans le bassin versant de Moulay Bouchta, Rif occidental, Maroc

Au Maroc, l’érosion hydrique est un processus majeur de dégradation des sols, en particulier dans la zone rifaine, où l’érosion engendre des dégâts importants en amont et en aval des structures hydrauliques, remettant en cause la durabilité de l’exploitation de ces dernières. De même, l’évaluation quantitative de ce processus reste difficile à mettre en oeuvre du fait de la complexité du comportement des particules du sol, aussi bien dans l’espace que dans le temps, en réponse à la diversité et l’interaction des facteurs naturels et anthropiques. C’est ainsi qu’on propose d’évaluer les sédiments déplacés qui sont l’élément perceptible de ce phénomène à travers le suivi du traceur radioactif le Césium 137 (137Cs) caractérisé par son affinité aux particules fines du sol (argile et matière organique). La méthodologie adoptée combine l’utilisation de la technique du 137Cs et les Systèmes d’Information Géographique (SIG), ainsi, on a défini une trentaine d’unités fonctionnelles combinant trois paramètres agro-environnementaux « l’occupation du sol, le type de sol et l’inclinaison de la pente ». Jusqu’à présent, on a échantillonné 9 unités, représentant 68% du bassin versant, deux sites de référence et un prélèvement au niveau de la retenue du barrage pour évaluer le taux de sédimentation. Ensuite, les échantillons ont été analysés par spectrométrie gamma, les activités du 137Cs (Bq/kg), ainsi obtenues, sont converties en taux de perte ou de gain du sol (t/ha/an) à l’aide du modèle masse balance 2 (MBM2) pour les sites perturbés (terrains cultivés) et le modèle de diffusion et migration (DMM) pour les sites non perturbés (forêts et matorrals). Les résultats des pertes en sol à long terme (~ 50 ans) montrent que la majorité des sédiments arrachés (98%) proviennent des terrains cultivés. Ces terrains présentent des taux d’érosion variant de 18 à 36 (t/ha/an), alors que les sites du matorral et de la forêt présentent des taux d’érosion nettement plus faibles, ne dépassant pas 4,5 (t/ha/an). Ainsi, l’érosion globale calculée par pondération des surfaces de production de chaque unité de même sensibilité à l’érosion est estimée à 23 (t/ha/an). D’un autre coté, le taux de sédimentation mesuré dans la retenue du barrage montre que 0,34 cm de sédiments sont déposés chaque année, soit une dégradation spécifique de 50 (t/ha/an)