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Keywords = frame-like formulation

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17 pages, 210 KB  
Article
The Struggle to Maintain Schools in Times of War
by Izabel Ramadan and Michal Razer
Soc. Sci. 2025, 14(5), 279; https://doi.org/10.3390/socsci14050279 - 29 Apr 2025
Viewed by 1128
Abstract
This article explores the distinct challenges facing Arab school principals in Israel, particularly in the context of existential fears stemming from a complex political landscape and rising violence in schools. These concerns are intensified by feelings of isolation from decision-making processes and the [...] Read more.
This article explores the distinct challenges facing Arab school principals in Israel, particularly in the context of existential fears stemming from a complex political landscape and rising violence in schools. These concerns are intensified by feelings of isolation from decision-making processes and the ineffectiveness of policies aimed at addressing the specific needs of Arab communities. Through an action research approach, this study analyzed the experiences of 15 elementary school principals over four years and introduced an intervention model called “empathetic inquiry”. This model, comprising four stages, creating a safe space for emotional expression, framing and reframing events, and formulating alternative actions, was implemented through group discussions and techniques like roleplaying. Findings revealed that the model facilitated open emotional sharing, enhanced principals’ sense of competence, and transformed their perception of authority from a rigid to a reflective role. Participation in the group fostered solidarity among staff and improved conflict management skills. Ultimately, this study highlights the “empathetic inquiry” model as a promising strategy for fostering empathetic leadership and reducing existential anxiety in Arab schools, although future research is necessary to evaluate its broader applicability and long-term effects, reflection, and self-awareness. This model contributed to their ability to cope with conflicts more effectively and to develop empathetic leadership. Full article
(This article belongs to the Special Issue Rethinking the Education-to-Work Transition for Young People)
28 pages, 4680 KB  
Article
Scheduling a Fleet of Dynamic EV Chargers for Maximal Profile
by Shorooq Alaskar and Mohamed Younis
Energies 2024, 17(23), 6009; https://doi.org/10.3390/en17236009 - 29 Nov 2024
Cited by 2 | Viewed by 1483
Abstract
The proliferation of electric vehicles (EVs) faces obstacles like range anxiety and inadequate charging infrastructure. To address these challenges, dynamic EV-to-EV charging technology has emerged. This innovative method enables one EV with surplus battery to charge another EV while both are in motion. [...] Read more.
The proliferation of electric vehicles (EVs) faces obstacles like range anxiety and inadequate charging infrastructure. To address these challenges, dynamic EV-to-EV charging technology has emerged. This innovative method enables one EV with surplus battery to charge another EV while both are in motion. This study focuses on efficiently pairing and routing energy suppliers (ESs) to meet energy requesters (ERs) and transfer energy via platooning. The key objective is to manage the ES fleet effectively, framed as a vehicle routing problem, to maximize profit by serving as many energy requests as possible. We formulate the problem as an integer programming model within a time-space network and propose a local search-based heuristic algorithm designed to efficiently handle large-scale networks. Numerical experiments conducted on Sioux Falls validate the efficacy of our approach, allowing for an assessment of algorithm performance under realistic large-scale conditions. The findings illustrate enhancements in ER travel time and energy overhead, alongside maximized profits for ESs. Full article
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22 pages, 3313 KB  
Article
Evaluation of Biogas Production from Anaerobic Digestion of Biopolymeric Films and Potential Environmental Implications
by Nicolò Montegiove, Roberto Petrucci, Leonardo Bacci, Giovanni Gigliotti, Debora Puglia, Luigi Torre and Daniela Pezzolla
Sustainability 2024, 16(22), 10146; https://doi.org/10.3390/su162210146 - 20 Nov 2024
Cited by 3 | Viewed by 2539
Abstract
The increasing environmental pollution resulting from plastic waste and the need to reuse agro-industrial wastes as a source of discarding has led to the development of innovative biobased products. In the frame of this context, the use of neat polylactic acid (PLA) and [...] Read more.
The increasing environmental pollution resulting from plastic waste and the need to reuse agro-industrial wastes as a source of discarding has led to the development of innovative biobased products. In the frame of this context, the use of neat polylactic acid (PLA) and its blend with polybutylene succinate (PBS) with or without cellulose nanocrystals (CNCs) extracted from hemp fibers is explored here. This study aimed to assess the biogas production of different biopolymeric films. In parallel, life cycle assessment (LCA) analysis was performed on the same films, focusing on their production phase and potential end-of-life scenarios, regardless of film durability (i.e., single-use packaging) and barrier performance, to counteract possible soil health threats. Specifically, this study considered three specific systems: PLA, PLA_PBS (PLA/PBS blend 80:20 w/w), and PLA_PBS_3CNC (PLA/PBS blend + 3% CNCs) films. The assessment involved a batch anaerobic digestion (AD) process at 52 °C, using digestate obtained from the anaerobic treatment of municipal waste as the inoculum and cellulose as a reference material. The AD process was monitored over about 30 days, revealing that reactors containing cellulose showed inherent biodegradability and enhanced biogas production. On the other hand, biopolymeric films based on PLA and its blends with PBS and CNCs exhibited an inhibitory effect, likely due to their recalcitrant nature, which can limit or delay microbial activity toward biomass degradation and methanogenesis. LCA analysis was performed taking into consideration the complex environmental implications of both including biopolymers in the production of renewable energy and the use of post-composting digestate as an organic fertilizer. Remarkably, the PLA_PBS_3CNC formulation revealed slightly superior performance in terms of biodegradability and biogas production, mainly correlated to the presence of CNCs in the blend. The observed enhanced biodegradability and biogas yield, coupled with the reduced environmental impact, confirm the key role of optimized biopolymeric formulations in mitigating inhibitory effects on AD processes while maximizing, at the same time, the utilization of naturally derived energy sources. Full article
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36 pages, 472 KB  
Article
Could a Computer Learn to Be an Appeals Court Judge? The Place of the Unspeakable and Unwriteable in All-Purpose Intelligent Systems
by John Woods
Philosophies 2022, 7(5), 95; https://doi.org/10.3390/philosophies7050095 - 26 Aug 2022
Cited by 1 | Viewed by 2749
Abstract
I will take it that general intelligence is intelligence of the kind that a typical human being—Fred, say—manifests in his role as a cognitive agent, that is, as an acquirer, receiver and circulator of knowledge in his cognitive economy. Framed in these terms, [...] Read more.
I will take it that general intelligence is intelligence of the kind that a typical human being—Fred, say—manifests in his role as a cognitive agent, that is, as an acquirer, receiver and circulator of knowledge in his cognitive economy. Framed in these terms, the word “general” underserves our ends. Hereafter our questions will bear upon the all-purpose intelligence of beings like Fred. Frederika appears as Fred’s AI-counterpart, not as a fully programmed and engineered being, but as a presently unrealized theoretical construct. Our basic question is whether it is in principle possible to equip Frederika to do what Fred does as an all-purpose participant in his own cognitive economy. Can she achieve a sufficiency of relevant similarity to him to allow us to say that she herself can do what Fred can do, perhaps even better? One of the things that Fred can do—or at least could learn from experience to do—is discharge the duties of an Appeals Court judge. As set down in the ancient doctrine of lex non scripta, Fred must be able to detect, understand and correctly apply certain tacit and implicit rules of law which defy express propositional formulation and linguistic articulation. Fred has an even more widespread capacity for the epistemically tacit and implicit, clearly one of his most cost-saving kinds of intelligence. Indeed, most by far of what Fred will ever know he will know tacitly and implicitly. So we must ask: how tightly bound to the peculiarities of Fred’s cognitive enablement conditions is the character of the intelligence that he manifests? And how far down Fred’s causal make-up does intelligence actually go? Full article
(This article belongs to the Special Issue Abductive Cognition and Machine Learning: Philosophical Implications)
11 pages, 2685 KB  
Article
A Study on the Mechanisms of Nanoparticle-Stabilized High Internal Phase Emulsions Constructed by Cross-Linking Egg White Protein Isolate with Different Transglutaminase Concentrations
by Yanjie Zhao, Peng Wang, Yujuan Xu, Xianming Zeng and Xinglian Xu
Foods 2022, 11(12), 1765; https://doi.org/10.3390/foods11121765 - 15 Jun 2022
Cited by 6 | Viewed by 2766
Abstract
There is an increasing interest in the development of high internal phase emulsions (HIPE) stabilized by food-grade nanoparticles due to their potential applications in the food industry. In this study, cross-linked egg white protein isolates (cEPIs) are prepared by adding 10 u/g, 20 [...] Read more.
There is an increasing interest in the development of high internal phase emulsions (HIPE) stabilized by food-grade nanoparticles due to their potential applications in the food industry. In this study, cross-linked egg white protein isolates (cEPIs) are prepared by adding 10 u/g, 20 u/g, and 40 u/g of transglutaminase (TG), and the impacts of interface properties of cEPIs and emulsifying of HIPEs are investigated. Relative to the native EPI, the cEPIs have more irregular and agglomerated morphology, and the turbidity and hydrophobicity are significantly increased. The particle size and zeta potential of cEPIs considerably varied with the addition of TG. In HIPE, the formation, physical properties, and microstructure are characterized by visual observations, the Turbiscan stability index, and CLSM. The results indicated that stable and gel-like HIPEs are formed by cEPIs at oil internal phase (φ) values of 0.75–0.90. Especially for the enzyme additions of 20 u/g, the cEPIs had the best storage stability and the lowest TSI value (2.50) and formed a gel network structure at φ values of 0.9 microscopically. Overall, this study can enrich the theoretical frame of interface properties by enzyme treatment. Besides, it would be of great importance for the research of HIPE stabilized by cEPIs appropriate to be applied in food formulations. Full article
(This article belongs to the Section Food Physics and (Bio)Chemistry)
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48 pages, 622 KB  
Review
Covariant Evolution of Gravitoelectromagnetism
by Ashkbiz Danehkar
Universe 2022, 8(6), 318; https://doi.org/10.3390/universe8060318 - 7 Jun 2022
Cited by 2 | Viewed by 2767
Abstract
The long-range gravitational terms associated with tidal forces, frame-dragging effects, and gravitational waves are described by the Weyl conformal tensor, the traceless part of the Riemann curvature that is not locally affected by the matter field. The Ricci and Bianchi identities provide a [...] Read more.
The long-range gravitational terms associated with tidal forces, frame-dragging effects, and gravitational waves are described by the Weyl conformal tensor, the traceless part of the Riemann curvature that is not locally affected by the matter field. The Ricci and Bianchi identities provide a set of dynamical and kinematic equations governing the matter coupling and evolution of the electric and magnetic parts of the Weyl tensor, so-called gravitoelectric and gravitomagnetic fields. A detailed analysis of the Weyl gravitoelectromagnetic fields can be conducted using a number of algebraic and differential identities prescribed by the 1+3 covariant formalism. In this review, we consider the dynamical constraints and propagation equations of the gravitoelectric/-magnetic fields and covariantly debate their analytic properties. We discuss the special conditions under which gravitational waves can propagate, the inconsistency of a Newtonian-like model without gravitomagnetism, the nonlinear generalization to multi-fluid models with different matter species, as well as observational effects caused by the Weyl fields via the kinematic quantities. The 1+3 tetrad and 1+1+2 semi-covariant methods, which can equally be used for gravitoelectromagnetism, are briefly explained, along with their correspondence with the covariant formulations. Full article
(This article belongs to the Special Issue Frame-Dragging and Gravitomagnetism)
28 pages, 12342 KB  
Article
Colour and Light in Berlin and Wrocław (Breslau) Department Stores Built between 1927 and 1930
by Krystyna Kirschke and Paweł Kirschke
Arts 2022, 11(1), 12; https://doi.org/10.3390/arts11010012 - 5 Jan 2022
Cited by 1 | Viewed by 7264
Abstract
This paper presents the theoretical assumptions and design praxis concerning colour schemes used in the multi-threaded Moderne, Streamline Moderne and Art Deco styles, which were used in Germany during the interwar period to design commercial facilities. We based our analysis on selected cases [...] Read more.
This paper presents the theoretical assumptions and design praxis concerning colour schemes used in the multi-threaded Moderne, Streamline Moderne and Art Deco styles, which were used in Germany during the interwar period to design commercial facilities. We based our analysis on selected cases of department stores built in the years 1927–1930 in Berlin and Wrocław (Breslau at the time). Streamline Moderne and Art Deco, which was present in Germany alongside Expressionism, operated using a simple spatial structure that followed the precepts formulated by the Bauhaus: it featured rhythmically divided, disciplined facades clad in ceramics, sandstone or travertine, as well as large storefront windows with brass frames. These Modernist compositions were enriched with ceramic or brass cornices and friezes, overhangs and full-figure sculptures that were often gilded. The buildings’ interiors, designed following the principles of efficiency and functionality, had spatially accentuated and colour-marked entrance zones and grand, glazed courtyards that were given an expressive décor via ceramics, stone or exotic wood. The expression of these compositions was underscored by linear illumination and cascade-like chandeliers that formed light sculptures. In our paper, we also presented problems associated with the contemporary revitalisation and reconstruction of such buildings. We specifically focused on research findings that identified original ceramics production technologies and methods that allowed the recreation of the texture and colour of the facade of the A. Wertheim department store in Wrocław. Full article
(This article belongs to the Special Issue Color in Architecture: Theory and Practice)
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33 pages, 28519 KB  
Article
A Generalized Strain Energy-Based Homogenization Method for 2-D and 3-D Cellular Materials with and without Periodicity Constraints
by Ahmad I. Gad and Xin-Lin Gao
Symmetry 2021, 13(10), 1870; https://doi.org/10.3390/sym13101870 - 4 Oct 2021
Cited by 7 | Viewed by 3032
Abstract
A generalized strain energy-based homogenization method for 2-D and 3-D cellular materials with and without periodicity constraints is proposed using Hill’s Lemma and the matrix method for spatial frames. In this new approach, the equilibrium equations are enforced at all boundary and interior [...] Read more.
A generalized strain energy-based homogenization method for 2-D and 3-D cellular materials with and without periodicity constraints is proposed using Hill’s Lemma and the matrix method for spatial frames. In this new approach, the equilibrium equations are enforced at all boundary and interior nodes and each interior node is allowed to translate and rotate freely, which differ from existing methods where the equilibrium conditions are imposed only at the boundary nodes. The newly formulated homogenization method can be applied to cellular materials with or without symmetry. To illustrate the new method, four examples are studied: two for a 2-D cellular material and two for a 3-D pentamode metamaterial, with and without periodic constraints in each group. For the 2-D cellular material, an asymmetric microstructure with or without periodicity constraints is analyzed, and closed-form expressions of the effective stiffness components are obtained in both cases. For the 3-D pentamode metamaterial, a primitive diamond-shaped unit cell with or without periodicity constraints is considered. In each of these 3-D cases, two different representative cells in two orientations are examined. The homogenization analysis reveals that the pentamode metamaterial exhibits the cubic symmetry based on one representative cell, with the effective Poisson’s ratio v¯ being nearly 0.5. Moreover, it is revealed that the pentamode metamaterial with the cubic symmetry can be tailored to be a rubber-like material (with v¯ 0.5) or an auxetic material (with v¯ < 0). Full article
(This article belongs to the Special Issue Metamaterials and Symmetry)
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11 pages, 4257 KB  
Article
Thermal and Quasi-Static Mechanical Characterization of Polyamide 6-Graphene Nanoplatelets Composites
by Pietro Russo, Francesca Cimino, Antonio Tufano and Francesco Fabbrocino
Nanomaterials 2021, 11(6), 1454; https://doi.org/10.3390/nano11061454 - 31 May 2021
Cited by 21 | Viewed by 3213
Abstract
The growing demand for lightweight and multifunctional products in numerous industrial fields has recently fuelled a growing interest in the development of materials based on polymer matrices including graphene-like particles, intrinsically characterized by outstanding mechanical, thermal, and electrical properties. Specifically, with regard to [...] Read more.
The growing demand for lightweight and multifunctional products in numerous industrial fields has recently fuelled a growing interest in the development of materials based on polymer matrices including graphene-like particles, intrinsically characterized by outstanding mechanical, thermal, and electrical properties. Specifically, with regard to one of the main mass sectors, which is the automotive, there has been a significant increase in the use of reinforced polyamides for underhood applications and fuel systems thanks to their thermal and chemical resistance. In this frame, polyamide 6 (PA6) composites filled with graphene nanoplatelets (GNPs) were obtained by melt-compounding and compared in terms of thermal and mechanical properties with the neat matrix processed under the same condition. The results of the experimental tests have shown that the formulations studied so far offer slight improvements in terms of thermal stability but much more appreciable benefits regarding both tensile and flexural parameters with respect to the reference material. Among these effects, the influence of the filler content on the strength parameter is noteworthy. However, the predictable worsening of the graphene sheet dispersion for GNPs contents greater than 3%, as witnessed by scanning electron images of the tensile fractured sections of specimens, affected the ultimate performance of the more concentrated formulation. Full article
(This article belongs to the Section Synthesis, Interfaces and Nanostructures)
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31 pages, 473 KB  
Article
Broken Scale Invariance, Gravity Mass, and Dark Energy inModified Einstein Gravity with Two Measure Finsler like Variables
by Panayiotis Stavrinos and Sergiu I. Vacaru
Universe 2021, 7(4), 89; https://doi.org/10.3390/universe7040089 - 3 Apr 2021
Cited by 14 | Viewed by 3086
Abstract
We study new classes of generic off-diagonal and diagonal cosmological solutions for effective Einstein equations in modified gravity theories (MGTs), with modified dispersion relations (MDRs), and encoding possible violations of (local) Lorentz invariance (LIVs). Such MGTs are constructed for actions and Lagrange densities [...] Read more.
We study new classes of generic off-diagonal and diagonal cosmological solutions for effective Einstein equations in modified gravity theories (MGTs), with modified dispersion relations (MDRs), and encoding possible violations of (local) Lorentz invariance (LIVs). Such MGTs are constructed for actions and Lagrange densities with two non-Riemannian volume forms (similar to two measure theories (TMTs)) and associated bimetric and/or biconnection geometric structures. For conventional nonholonomic 2 + 2 splitting, we can always describe such models in Finsler-like variables, which is important for elaborating geometric methods of constructing exact and parametric solutions. Examples of such Finsler two-measure formulations of general relativity (GR) and MGTs are considered for Lorentz manifolds and their (co) tangent bundles and abbreviated as FTMT. Generic off-diagonal metrics solving gravitational field equations in FTMTs are determined by generating functions, effective sources and integration constants, and characterized by nonholonomic frame torsion effects. By restricting the class of integration functions, we can extract torsionless and/or diagonal configurations and model emergent cosmological theories with square scalar curvature, R2, when the global Weyl-scale symmetry is broken via nonlinear dynamical interactions with nonholonomic constraints. In the physical Einstein–Finsler frame, the constructions involve: (i) nonlinear re-parametrization symmetries of the generating functions and effective sources; (ii) effective potentials for the scalar field with possible two flat regions, which allows for a unified description of locally anisotropic and/or isotropic early universe inflation related to acceleration cosmology and dark energy; (iii) there are “emergent universes” described by off-diagonal and diagonal solutions for certain nonholonomic phases and parametric cosmological evolution resulting in various inflationary phases; (iv) we can reproduce massive gravity effects in two-measure theories. Finally, we study a reconstructing procedure for reproducing off-diagonal FTMT and massive gravity cosmological models as effective Einstein gravity or Einstein–Finsler theories. Full article
(This article belongs to the Special Issue Modified Theories of Gravity and Cosmological Applications)
18 pages, 314 KB  
Article
Lagrangian Formulation of Free Arbitrary N-Extended Massless Higher Spin Supermultiplets in 4D AdS Space
by Ioseph L. Buchbinder and Timofey V. Snegirev
Symmetry 2020, 12(12), 2052; https://doi.org/10.3390/sym12122052 - 10 Dec 2020
Cited by 10 | Viewed by 1969
Abstract
We derived the component Lagrangian for the free N-extended on-shell massless higher spin supermultiplets in four-dimensional anti-de Sitter space. The construction was based on the frame-like description of massless integer and half-integer higher spin fields. The massless supermultiplets were formulated for [...] Read more.
We derived the component Lagrangian for the free N-extended on-shell massless higher spin supermultiplets in four-dimensional anti-de Sitter space. The construction was based on the frame-like description of massless integer and half-integer higher spin fields. The massless supermultiplets were formulated for N4k, where k is a maximal integer or half-integer spin in the multiplet. The supertransformations that leave the Lagrangian invariant were found in explicit form and it was shown that their algebra is closed on-shell. Full article
(This article belongs to the Special Issue Symmetry: Feature Papers 2020)
15 pages, 358 KB  
Article
Finite-Field Calculations of Transition Properties by the Fock Space Relativistic Coupled Cluster Method: Transitions between Different Fock Space Sectors
by Andréi Zaitsevskii, Alexander V. Oleynichenko and Ephraim Eliav
Symmetry 2020, 12(11), 1845; https://doi.org/10.3390/sym12111845 - 8 Nov 2020
Cited by 19 | Viewed by 3115
Abstract
Reliable information on transition matrix elements of various property operators between molecular electronic states is of crucial importance for predicting spectroscopic, electric, magnetic and radiative properties of molecules. The finite-field technique is a simple and rather accurate tool for evaluating transition matrix elements [...] Read more.
Reliable information on transition matrix elements of various property operators between molecular electronic states is of crucial importance for predicting spectroscopic, electric, magnetic and radiative properties of molecules. The finite-field technique is a simple and rather accurate tool for evaluating transition matrix elements of first-order properties in the frames of the Fock space relativistic coupled cluster approach. We formulate and discuss the extension of this technique to the case of transitions between the electronic states associated with different sectors of the Fock space. Pilot applications to the evaluation of transition dipole moments between the closed-shell-like states (vacuum sector) and those dominated by single excitations of the Fermi vacuum (the 1h1p sector) in heavy atoms (Xe and Hg) and simple molecules of heavy element compounds (I2 and TlF) are reported. Full article
(This article belongs to the Special Issue Relativistic and QED Effects in Atoms and Molecules)
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22 pages, 3485 KB  
Article
Assessment of CafA Targeted BAR-Encapsulated Nanoparticles against Oral Biofilms
by Hetal Desai, Mohamed Y. Mahmoud, Jinlian Tan, Farnaz Minooei, Donald R. Demuth and Jill M. Steinbach-Rankins
Pharmaceutics 2020, 12(9), 835; https://doi.org/10.3390/pharmaceutics12090835 - 1 Sep 2020
Cited by 5 | Viewed by 4450
Abstract
Porphyromonas gingivalis adherence to Streptococcus gordonii is a crucial initial event that facilitates the colonization of P. gingivalis, a key pathogen in periodontal disease. As such, blocking these early interactions may present a potential avenue to limit P. gingivalis colonization. Nanoparticles encapsulating [...] Read more.
Porphyromonas gingivalis adherence to Streptococcus gordonii is a crucial initial event that facilitates the colonization of P. gingivalis, a key pathogen in periodontal disease. As such, blocking these early interactions may present a potential avenue to limit P. gingivalis colonization. Nanoparticles encapsulating a synthetic peptide BAR (BAR-encapsulated NPs) inhibit P. gingivalis/S. gordonii biofilm formation 1.8-fold more potently relative to free BAR. However, BAR-encapsulated NPs, like many orally delivered formulations, may benefit from a strategy that improves their retention in an open flow environment. Here, we sought to enhance the efficacy of BAR-encapsulated NPs by modifying their surfaces with coaggregation factor A (CafA), a fimbrial protein expressed by the early colonizer, Actinomyces oris. We demonstrate that the targeting moiety, CafA, enhances NP binding and exhibits specificity of adherence to S. gordonii, relative to other oral bacterial species. Furthermore, CafA-modified NPs release inhibitory concentrations of BAR for 12 h, a time frame relevant to oral dosage form delivery. Lastly, CafA-modified NPs potently inhibit P. gingivalis/S. gordonii biofilm formation for up to 12 h and are non-toxic at therapeutically-relevant concentrations. These results suggest that CafA-modified NPs represent a novel and efficacious delivery vehicle for localized, targeted delivery of BAR to P. gingivalis preferred niches. Full article
(This article belongs to the Special Issue Advances in Oral and Buccal Drug Delivery)
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20 pages, 1668 KB  
Article
Unsupervised Action Proposals Using Support Vector Classifiers for Online Video Processing
by Marcos Baptista Ríos, Roberto Javier López-Sastre, Francisco Javier Acevedo-Rodríguez, Pilar Martín-Martín and Saturnino Maldonado-Bascón
Sensors 2020, 20(10), 2953; https://doi.org/10.3390/s20102953 - 22 May 2020
Cited by 3 | Viewed by 3161
Abstract
In this work, we introduce an intelligent video sensor for the problem of Action Proposals (AP). AP consists of localizing temporal segments in untrimmed videos that are likely to contain actions. Solving this problem can accelerate several video action understanding tasks, such as [...] Read more.
In this work, we introduce an intelligent video sensor for the problem of Action Proposals (AP). AP consists of localizing temporal segments in untrimmed videos that are likely to contain actions. Solving this problem can accelerate several video action understanding tasks, such as detection, retrieval, or indexing. All previous AP approaches are supervised and offline, i.e., they need both the temporal annotations of the datasets during training and access to the whole video to effectively cast the proposals. We propose here a new approach which, unlike the rest of the state-of-the-art models, is unsupervised. This implies that we do not allow it to see any labeled data during learning nor to work with any pre-trained feature on the used dataset. Moreover, our approach also operates in an online manner, which can be beneficial for many real-world applications where the video has to be processed as soon as it arrives at the sensor, e.g., robotics or video monitoring. The core of our method is based on a Support Vector Classifier (SVC) module which produces candidate segments for AP by distinguishing between sets of contiguous video frames. We further propose a mechanism to refine and filter those candidate segments. This filter optimizes a learning-to-rank formulation over the dynamics of the segments. An extensive experimental evaluation is conducted on Thumos’14 and ActivityNet datasets, and, to the best of our knowledge, this work supposes the first unsupervised approach on these main AP benchmarks. Finally, we also provide a thorough comparison to the current state-of-the-art supervised AP approaches. We achieve 41% and 59% of the performance of the best-supervised model on ActivityNet and Thumos’14, respectively, confirming our unsupervised solution as a correct option to tackle the AP problem. The code to reproduce all our results will be publicly released upon acceptance of the paper. Full article
(This article belongs to the Section Intelligent Sensors)
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20 pages, 490 KB  
Article
An Optimal Seismic Force Pattern for Uniform Drift Distribution
by Rosario Montuori, Elide Nastri and Bonaventura Tagliafierro
Buildings 2019, 9(11), 231; https://doi.org/10.3390/buildings9110231 - 6 Nov 2019
Cited by 20 | Viewed by 6250
Abstract
The force distribution proposed by codes, which in many cases is framed in the equivalent static force procedure, likely leads to design structures with non-uniform drift distribution in terms of inter-storey drift and ductility demands. This can lead to an unbalanced drift demand [...] Read more.
The force distribution proposed by codes, which in many cases is framed in the equivalent static force procedure, likely leads to design structures with non-uniform drift distribution in terms of inter-storey drift and ductility demands. This can lead to an unbalanced drift demand at certain storeys. This phenomenon may also amass cyclic damage to the dissipative elements at this very storey, therefore increasing the probability of premature failure for low-cycle fatigue. This work proposes a new force design distribution that accounts for higher mode effects and limits the displacement concentration at any storey thus improving the dissipative capacity of the whole structures. The main advantage of the proposed method stands in its formulation, which allows to spare any previous set up with structural analyses. The proposed force distribution has been applied to multi-degree-of-freedom systems to check its effectiveness, and the results have been compared with other proposals. In addition, in order to obtain a further validation of the proposed force distribution, the results obtained by using a genetic algorithm have been evaluated and compared. Additionally, the results provided in this work validate the proposed procedure to develop a more efficient lateral load pattern. Full article
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