Abstract Explainable Artificial Intelligence (XAI) has mainly focused on static learning tasks so far. In this paper, we consider XAI in the context of online dynamic environments, such as from real-time data streams, where models are learned incrementally and continuously adapted over course time. More specifically, motivate problem explaining model change , i.e. difference between before afte...

The brown trout Salmo trutta is a fish species that vulnerable to climate change and anthropogenic activities in its native range. case studies of successful restoration populations are rare. In this study, fishery managers who successfully restored sharing their know-how advice about conservation strategy. Overall, twenty were interviewed give practices local populations. Using qualitative ana...

Machine Learning (ML) and Artificial Intelligence (AI) depend on data sources to train, improve, make predictions through their algorithms. With the digital revolution current paradigms like Internet of Things, this information is turning from static continuous streams. However, most ML/AI frameworks used nowadays are not fully prepared for revolution. In paper, we propose Kafka-ML, a novel ope...

Artificial intelligence (AI) has witnessed a substantial breakthrough in variety of Internet Things (IoT) applications and services, spanning from recommendation systems to robotics control military surveillance. This is driven by the easier access sensory data enormous scale pervasive/ubiquitous devices that generate zettabytes (ZB) real-time streams. Designing accurate models using such strea...

Abstract BBoxDB Streams is a distributed stream processing system, which allows the handling of multi-dimensional data. Multi-dimensional streams consist n -dimensional elements, such as position data (e.g., two-dimensional positions cars or three-dimensional aircraft). The software an enhancement BBoxDB, key-bounding-box-value store that big supports continuous range queries and spatial joins;...

background: hiv/aids control are one of the most important goals of the health systems. the aim of this study was to determine how hiv/aids control was initiated among policy makers' agenda setting in iran.   methods: a qualitative research (semi-structured interview) was conducted using kingdon's framework (problem, policy and politics streams, and policy windows and policy entrepreneurs) to a...

Membrane Condenser (MC) is a novel membrane contactor operation recently investigated for the valorization of industrial waste gaseous streams. In particular, until now, it was applied for water recovery from flue gas, cooling tower plumes, etc. More recently, its effectiveness and flexibility in contaminants (such as, NH3 , HF, SO2 ) removal and control from waste gaseous streams was also prov...

Incorporation of marine-derived nutrients (MDN) into freshwater food webs of southeastern Alaska was studied by measuring the natural abundance of nitrogen and carbon stable isotopes in biota from artificial and natural streams. Biofilm, aquatic macroinvertebrates (detritivores, shredders, and predators), and fish (coho salmon, Oncorhynchus kisutch, and cutthroat trout, Oncorhynchus clarki) wer...