Deep learning needs lots of data for training; however, in some industrial applications, the significant amount of data may not be available, limiting the deep learning approach. Modern techniques like transfer learning and generative adversarial networks show some hope to solve this challenge. The objective of the project is to propose new techniques for deep learning training.
Deep-learning networks are susceptible to butterfly effect wherein small alterations in the input data can point to drastically distinctive outcomes, making the deep learning network inherently volatile. Thus, the output of deep learning network may be controlled by altering its input or by adding noise. Research has shown that it is possible to fool the deep learning network by adding an imperceptible amount of noise in the input.
Generative Adversarial Networks may have potential to solve the text-to-image problem, but there are challenges in using GANs for NLP. Image classification have got benefitted with large mini-batches and one of the open question the question https://distill.pub/2019/gan-open-problems/#batchsize is if they can also help to scale GANs
Bacterial exotoxins role in food environment
Biofilms role in food environments in competition
Life-cycle assessment (LCA, also known as life-cycle analysis, ecobalance, and cradle-to-grave analysis) is a technique to assess environmental impacts associated with all the stages of a product's life from raw material extraction through materials processing, manufacture, distribution, use, repair and maintenance, and disposal or recycling. Designers use this process to help critique their products. LCAs can help avoid a narrow outlook on environmental concerns by: Compiling an inventory of relevant energy and material inputs and environmental releases; Evaluating the potential impacts associated with identified inputs and releases; Interpreting the results to help make a more informed decision
Source separation may refer to: Signal separation, the analysis of mixtures of signals Blind source separation, the separation of a set of source signals from a set of mixed signals, without the aid of information (or with very little information) about the source signals or the mixing process Source separation (recycling), where each material is cleaned and sorted prior to collection Waste sorting, the process by which waste is separated into different elements Urine separation, the separate collection of human urine and feces at the point of their production, i.e. at the toilet or urinal
يتناول تاريخ البويهيين
يتناول المظاهر العمرانية للمغول
يتناول اهم المدن التي بناها المغول
اهم الأسباب التي أسهمت في تطور اقتصاد اليابان
Remote sensing techniques offer fast access to information about soil conditions and have been applied over a number of regions worldwide for mapping physical and chemical properties of bare ground. However, in case of surfaces covered with vegetation i
Technology has provided opportunities to make more precise measurements, causing a major shift from qualitative definitions to quantitative ones to take place
The objectives of this study were to determine the degree of spatial variability of some soil physical and chemical properties,
The data and information security are considered a significant problem in networks especially in the Internet of Things (IoT) systems. In this paper, we design a completely implemented security system for the IoT based on existing standard internet protocols. The main protocol that has been improved in this paper is the Datagram Transport Layer Security (DTLS) protocol. The public key cryptography (RSA) has been used as a cryptography algorithm in this proposed work. We present an implemented architecture and system based on low-power hardware scheme convenient for IoT environment.
Goal: To conbribute to the advancement and international discussion of both theory and method for enquiry into pre-historic architecture, the agency of craftspeople making cultural heritage, its relationships to landscape, and also to contribute to the discipline of material culture studies through this research and discussion.
Goal: Seeking ways, knowledge, knowledge forms and collaborative partners to formulate and demonstrate virtuous narratives, incl designs for the planet that are culturally relevant, incl especially work with craftspersons and artisans.
Goal: Transforming the modernistic architecture of the welfare society into livable and efficient neighbourghoods. Focus on a future interpretation which optimize both the expression and the comfort. Methods: Practice-Based Research, Case studies, Surveys, Integrated research
Synthesis of hybrid nano materials from fossil wastes
Production and design of pavers brick from plastic waste to increase plastic waste
Continuous Production of biodiesel from used cooking oil using hybrid catalyst
Precast connection system in structure element must be designed in such way to result in required behaviour, such as plastic hingesmust be well-planned to be able to shed earthquake energy and to limit seismic loading that goes inside the structure. This research is experimental study that precast beam connection which is modeled using steel plate. The result of this model design use to compare the occurence of structure deformity rigidity in monolith concrete construction (BN) and precast concrete (BP1 and BP2). The testing dimension consists of column with the size 300x300 mm and height 3300mm, beam 200x300 mm and width 3300 mm, with steel plate 200x400x8 mm and 300x400x8. This study resulted in monolith testing material (BN) produces average value 47.8 % from its previous rigidity, BP1is 57.13% from its previous rigidity, and BP2 is 52.22% from its previous rigidity
International certification of corporate social responsibility, with system B
Quantitative research to diagnose the effectiveness of Social Marketing to Prevent disease and strengthen health promotion programs
Qualitative and quantitative research to apply the goals and objectives of SDG 2030, for Municipalities
يهدف الى تعرف مستوى الانفتاح على الخبرة لدى طلبة الجامعة وعلاقته بمتغير ادارة الذات
يهدف الى تعرف مستوى الصمود النفسي
يهدف الى التعرف على مدى ادمان الانترنت لدى طلبة المرحلة الثانوية وعلاقته ببعض المتغيرات
Knowledge is at the root of change and transformation. Therefore, one of the specific goals of this project is to collect qualitative and quantitative data on the food itineraries of older people. This data will be used to explore whether they are keeping safe, healthy and culturally acceptable food practices; what their possible needs are; and what impact these needs could have on the food production and distribution chain, as well as on the social, commercial and/or catering services of the places where we carry out the fieldwork. Research questions are organized around three axes: What, How, Why.
ABCD is an assessment battery developed for children with DCD. It has been validated in India initially. We would like to develop normative values and validate in other countries