Probabilistic latent semantic analysis (PLSA) is a method of calculating term relationships within a document set using term frequencies. It is well known within the information retrieval community that raw term frequencies contain various biases that affect the precision of the retrieval system. Weighting schemes, such as BM25, have been developed in order to remove such biases and hence impro...

Non-orthogonal multiple access (NOMA) is an emerging technology for massive connectivity in machine-type communications (MTC). In code-domain NOMA, non-orthogonal spreading sequences are uniquely assigned to all devices, where active ones attempt a grant-free system. this paper, we study set of user-specific, non-orthogonal, binary uplink NOMA. Based on Golay complementary sequences, each seque...

The Bayesian lasso is well-known as a alternative for Lasso. Although the advantage of capable full probabilistic uncertain quantification parameters, corresponding posterior distribution can be sensitive to outliers. To overcome such problem, robust regression models have been proposed in recent years. In this paper, we consider and efficient estimation Huberized fully perspective. A new compu...

In a sensor network, sensor data messages reach the nearest stationary sink node connected to the Internet by wireless multihop transmissions. Recently, various mobile sensors are available due to advances of robotics technologies and communication technologies. A location based message-by-message routing protocol, such as Geographic Distance Routing (GEDIR) is suitable for such mobile wireless...

Probabilistic-based methods have been used for designing noise tolerant circuits recently. In these methods, however, there is not any reliability mechanism that is essential for nanometer digital VLSI circuits. In this paper, we propose a novel method for designing reliable probabilistic-based logic gates. The advantage of the proposed method in comparison with previous probabilistic-based met...

gas reservoirs with low permeability (k

As Internet of Things (IoT) devices become prevalent, using intrusion detection to protect IoT from malicious intrusions is vital importance. However, the data scarcity hinders effectiveness traditional methods. To tackle this issue, in article, we propose adaptive bi-recommendation and self-improving network (ABRSI) based on unsupervised heterogeneous domain adaptation (HDA). The ABRSI transfe...

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in this paper, we use parametric form of fuzzy number and we converta fuzzy linear system to two linear system in crisp case. conditions for the existence of a minimal solution to $mtimes n$ fuzzy linear equation systems are derived and a numerical procedure for calculating the minimal solution is designed. numerical examples are presented to illustrate the proposed method.