Our Work

Cette étude porte sur l'état des lieux de l'accès à l'eau, à l'hygiène et à l'assainissement (WASH) dans la commune d'Abomey Calavi en 2025, dans le co…

Cette étude porte sur l'état des lieux de l'accès à l'eau, à l'hygiène et à l'assainissement (WASH) dans la commune d'Abomey Calavi en 2025, dans le contexte des Objectifs de développement durable (ODD). Évaluer les taux actuels d'accès à l'eau, à l'hygiène et à l'assainissement autonome dans la commune d'Abomey-Calavi et identifier les principaux leviers d'amélioration des conditions de vie des ménages. Etude transversale et descriptive menée en juin 2025 auprès de 842 ménages enquêtés dans 70 villages et quartiers de ville, sélectionnés par sondage aréolaire stratifié à trois degrés. Les données ont été collectées par questionnaire et observation directe, puis analysées avec les logiciels Stata et R. Il ressort que 72,33 % des ménages ont accès à des sources d'eau améliorées. Environ 95 % disposent d'une installation d'assainissement autonome, dont 74,94 % de type amélioré. 5 % pratiquent encore la défécation à l'air libre. 93,62 % des installations améliorées présentent un niveau d'hygiène satisfaisant. La commune d'Abomey-Calavi présente un niveau globalement satisfaisant d'accès au WASH, mais des inégalités persistent. La précarité économique maintient certains ménages dans une vulnérabilité sanitaire réelle. Une amélioration durable requiert des stratégies adaptées aux réalités socio-économiques et culturelles locales.

This dataset contains anonymized semi-structured interview data collected to explore Generation Z consumers' perceptions of Generative AI-assisted marketing content. The dataset focuses on AI disclosu…

This dataset contains anonymized semi-structured interview data collected to explore Generation Z consumers' perceptions of Generative AI-assisted marketing content. The dataset focuses on AI disclosure, meaningful human oversight, perceived authenticity, and consumer trust. The interviews were conducted with six participants and were analyzed using a reflexive thematic analysis approach. The dataset is provided as supporting research data for the study entitled "Beyond Transparency: How Meaningful Human Oversight Shapes Authenticity and Trust in Generative AI-Assisted Marketing." Personally identifiable information has been removed or replaced to protect participant privacy.

The versatile functions and limitations of legal acts, PhD industries/universities/clinics, doctoral industries/universities/clinics, PhD students, PhD researcher, PhD supervisor, PhD violation, resea…

The versatile functions and limitations of legal acts, PhD industries/universities/clinics, doctoral industries/universities/clinics, PhD students, PhD researcher, PhD supervisor, PhD violation, research misconduct, PhD misconduct, authorship in PhD research, research law, authorship law, PhD law, referee remuneration, salary of PhD/Postdoc/fellowship scholar, pension/retirement fund of PhD/Postdoc/fellowship scholar, power of attorney of PhD supervisor, authorship in research and publication, PhD, PhD (Dr.), Professor, Professor (Dr.), Scientist, and Scientist (Dr.) have been remarked, opined, coalesced, and critically discussed to solve to satisfy the controversial solution in academic, profession, PhD/doctoral industries, PhD clinic, public administration, and universities. This article is reported for the guidance support for the administrative support to chief executive officer, research scholar, professor (Dr.), PhD (Dr.), pro-vice-chancellor, vice-chancellor, and chancellor community of PhD industries and universities. Judicial counselling, academic guidance, administrative strategy, and university law are coalesced and represented for the chancellery team of universities. This is a common notice of administrative and academic of Nobel Nominee Professor Dr. Engr. Md. Anowar Hossain, Defence Scientist (Dr.), Barrister (Dr.) to the chancellery teams to the directorial teams to the whole universities to the whole PhD industries to the whole research organizations all over the world.

Results of the clustering analysis of the latent space of reinforcement learning agents trained on six Atari environments: Breakout, Mario Bros, Ms. Pac-Man, Pong, Space Invaders and Surround. For eac…

Results of the clustering analysis of the latent space of reinforcement learning agents trained on six Atari environments: Breakout, Mario Bros, Ms. Pac-Man, Pong, Space Invaders and Surround. For each environment, several layers of the agent's network are analysed (8 layers for Breakout, Mario Bros, Ms. Pac-Man and Surround; 6 layers for Pong and Space Invaders). The latent space of each layer is clustered with k-means for a number of clusters ranging from 2 to 20, using 3 surrogate policies. Key results: the three main metrics, all measured with the adjusted Rand index (ARI), are clustering universality, adjusted clustering universality and abstraction score. For a given environment and layer, they are located in:<environment>/latent_space_analysis/layer_<l>/result/clustering_universality_adjusted_rand_score.(pdf|txt)<environment>/latent_space_analysis/layer_<l>/result/adjusted_clustering_universality_adjusted_rand_score.(pdf|txt)<environment>/latent_space_analysis/layer_<l>/result/abstraction_score_adjusted_rand_score.(pdf|txt) Files:- 13 archives (one per environment; larger environments are split by groups of layers, e.g. ms_pacman_layers_1-3.zip). Extracting all archives into the same directory rebuilds the complete tree.- README.md: list of archives, detailed structure and description of all metrics. The videos of the agents are published in a separate record: https://doi.org/10.5281/zenodo.23019943 Code: https://github.com/Maxalaar/Clustering_Agent_Latent_Space

This dataset contains observational data collected during the field observation period from 30 May to 5 June 2023 and supports the manuscript entitled Contrasting Vertical Ozone Evolution under Typhoo…

This dataset contains observational data collected during the field observation period from 30 May to 5 June 2023 and supports the manuscript entitled Contrasting Vertical Ozone Evolution under Typhoon-Influenced Photochemistry and Transport.

Annotatsiya: Maqolada Andijon viloyatining o‘tloqi bo‘z tuproqlari sharoitida soyaning ko‘chat qalinligi uning o‘sishi, rivojlanishi, fenologik fazalari va hosil shakllanishiga…

Annotatsiya: Maqolada Andijon viloyatining o‘tloqi bo‘z tuproqlari sharoitida soyaning ko‘chat qalinligi uning o‘sishi, rivojlanishi, fenologik fazalari va hosil shakllanishiga ta’siri o‘rganilgan. Tajribada 200, 250, 300, 350 va 400 ming tup/ga ko‘chat qalinligi variantlari baholangan. Ko‘chat qalinligi oshishi bilan o‘simlik bo‘yi 114,1 sm dan 135,3 sm gacha oshgan, biroq bir tupdagi shoxlar, dukkaklar va urug‘lar soni kamaygan. Eng yuqori don hosildorligi 350 ming tup/ga variantida 36,1 s/ga ni tashkil etgan. 400 ming tup/ga variantida hosildorlik 32,6 s/ga gacha pasaygan. Natijalar soya yetishtirishda o‘simliklar soni bilan individual o‘simlik mahsuldorligi o‘rtasidagi muvozanat muhimligini ko‘rsatadi.

This deliverable presents the Dissemination and Communication Plan for the STU-GUARD project. It defines the main principles, structure, and hierarchy of dissemination and communication activities, id…

This deliverable presents the Dissemination and Communication Plan for the STU-GUARD project. It defines the main principles, structure, and hierarchy of dissemination and communication activities, identifies key target groups, and describes the tools and channels used to engage them, promote project results, and support scientific publication activities. The document also serves as a framework for monitoring dissemination and communication progress throughout the project and will be continuously updated during implementation. Its application complements, but does not replace, the relevant dissemination and communication rules of the funding scheme, the Slovak University of Technology in Bratislava, and R-DAS, s.r.o.

These supplementary materials present the anonymized dataset, the codebook for the unweighted dataset, and an offline archive of the questionnaire associated with the manuscript "A Reflection on Young…

These supplementary materials present the anonymized dataset, the codebook for the unweighted dataset, and an offline archive of the questionnaire associated with the manuscript "A Reflection on Young People's Understanding of Politics and Political Orientation in Slovenia in the Era of Neoliberal Rationality." The methods, analyses, and results are described in detail in the manuscript.

Macro Placement - benchmarks, evaluators, and reproducible results from leading methods in open source