Many tangible and intangible objects are represented as itemsets; i.e., composition of individual items. In this paper, we address the problem of finding the embedding of such items so as to use those embeddings in tasks like missing item prediction. We ...

Correlations between variables in complex ecosystems such as weather and financial markets lead to a great amount of dynamic and co-evolving time series data, posing a significant challenge to the current forecast methods. Discovering dynamic ...

The breast image division is a regular issue in medicinal picture preparing. For the scientist to remove the data with great determination without loss of points of interest. In this paper, we propose a division strategy by utilising the iterative ...

In ^ℝd, it is well-known that cumulants provide an alternative to moments that can achieve the same goals with numerous benefits such as lower variance estimators. In this paper we extend cumulants to reproducing kernel Hilbert spaces (RKHS) using tools ...

Extending Linux through the kernel module interface can offer immense benefits and capabilities in high performance computing (HPC). These extensions can also be more readily deployed because Linux is the common, typically only, supported OS choice ...

As our knowledge, there is no dialog system for mental health-care domain in Hindi. This may be due to unavailability of user utterances corpora in Hindi for this domain. In this paper, we propose a novel algorithmic approach for user utterance ...

The operations of structural similarity on the objects with a factual basis presented as ordinary graphs are considered. Conditions are given under which such objects are similar, and a characterization of the set of graphs with isomorphic results ...

The house allocation problem asks for m houses to be allocated among n agents so that every agent receives exactly one house. The preferences of the agents over houses can be modeled as weak orders, of which two special cases are strict rankings and ...

Knowing which functions may execute concurrently is key to finding concurrency-related bugs. Existing tools infer the possibility of concurrency using dynamic analysis or by pairing functions that use the same locks. Code that relies on more relaxed ...

The scheduler is a critical component of the operating system (OS)and is tightly coupled with Linux. Production-level clouds often host various workloads, and these workloads require different schedulers to achieve high performance. Thus the ...

The aim of this research is to evaluate the performance of a classification model on nonlinear data. The study utilizes accuracy, precision, sensitivity, and specificity metrics based on data from e-commerce X sellers. The classification model is ...

Learning algorithms are often equipped with kernels that enable them to deal with non-linearities in the data, which ensures increased performance in practice. However, traditional kernel based methods suffer from the problem of scalability. As a ...

One of the main issues in dealing with the COVID-19 global pandemic is that governments cannot predict the time it spreads or the mortality rate. If known, these two factors would have helped governments take appropriate measures without being excessively ...

The diagnosis of systems is one of the major steps in their control and its purpose is to determine the possible presence of dysfunctions, which affect the sensors and actuators associated with a system but also the internal components of the ...

Kernel is a kind of data summary which is elaborately extracted from a large dataset. Given a problem, the solution obtained from the kernel is an approximate version of the solution obtained from the whole dataset with a provable approximate ...

Memory disaggregation has risen in popularity in datacenters due to benefits such as higher utilization and better hardware elasticity. However, applications running on memory disaggregated clusters commonly suffer from data amplification---I/O traffic ...

The Disjoint Paths problem takes as input a graph and pairs of terminals, and asks whether all the terminal pairs can be connected by paths that are vertex disjoint. It is known to be NP-complete even on interval graphs. On general graphs, the ...

Virtual memory, specifically paging, is undergoing significant innovation due to being challenged by new demands from modern workloads. Recent work has demonstrated an alternative software only design that can result in simplified hardware requirements, ...

Plagiarism is a rapidly rising issue among students during submission of assignments, reports and publications in universities and educational institutions, due to easy accessibility of abundant e-resources on the internet. Existing tools become ...

The Android research community has long focused on building the permission specification for Android framework APIs, which can be referenced by app developers to request the necessary permissions for their apps. However, existing studies just analyze the ...