Abstract We present a unified approach, implemented in the RINO tool, for computation of inner and outer-approximations reachable sets discrete-time continuous-time dynamical systems, possibly controlled by neural networks with differentiable activation functions. combines zonotopic set representation generalized mean-value AE extensions to compute under over-approximations robust range functio...

On the basis of interallelic recombination frequencies measured in diallelic crosses of the 5 amylose-extender alleles in maize, ae, B I , B3, M2 and i1, it was possible to construct a unique linear genetic map ordering all 5 alleles within the locus. The reciprocal diallelic crosses each gave comparable frequency estimates. The relative order is ae, i l , B3, BY, A42 or the reverse. Even thoug...

With the increase of Internet visits and connections, it is becoming essential arduous to protect networks different devices Things (IoT) from malicious attacks. The intrusion detection systems (IDSs) based on supervised machine learning (ML) methods require a large number labeled samples. However, abnormal behaviors far less than that normal behaviors, let alone shots behavior samples which ca...

Osteoarthritis (OA) is a common degenerative condition characterized by pain and loss of function. A pathological biochemical environment with excess inflammatory and catabolic proteins is a major contributor to OA. nSTRIDE(®) Autologous Protein Solution (APS) is a new therapy under development for the treatment of OA. This therapy is formed from a patient's blood and contains high concentratio...

most common tumors of the spleen are hematologic and lymphoid malignancies. non-lymphoid and non-hematologic tumors of the spleen are very rare, the most common of which are vascular tumors. this group of tumors in the spleen is composed of heterogeneous tumors such as hemangioma, angioendothelioma (ae), littoral cell angioma, and angiosarcoma. there are several histologic forms of ae such as e...

Dengue fever and dengue hemorrhagic fever are common mosquito-borne diseases in tropical and subtropical regions, and are mainly transmitted by the mosquito Aedes aegypti (Diptera: Culicidae). The international trade of used tires, coupled with its anthropophilic habit, has enabled Ae. aegypti to colonise new areas in China. We used Genetic Algorithum Rule-Set Production (GARP) to predict the p...

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The response ofAedes albopictus to theBG-Sentinel,Omni-directional-Fay-Prince, and Mosquito MagnetX traps was evaluated in four suburban and four sylvatic habitats in north-central Florida to ascertain potential height preference of this species. These traps, which are primarily designed to attract diurnal mosquitoes, were set at 1 and 6 m and were evaluated during 40 trapping periods over 4 mo...

Threshold and timing parameters are two fundamental factors that control arrival times and waveform signatures collected in an acoustic emission test. While this approach works successfully in many applications, recording the complete, continuous waveforms emitted from an AE test independently of threshold value is more appropriate for some specific applications. Applications such as those with...