Blar i Scientific Publications in Information and Communication Technology på tittel
Viser treff 22-41 av 689
-
A novel abstraction for swarm intelligence: particle field optimization
(Peer reviewed; Journal article, 2016)Particle swarm optimization (PSO) is a popular meta-heuristic for black-box optimization. In essence, within this paradigm, the system is fully defined by a swarm of “particles” each characterized by a set of features such ... -
A novel Border Identification algorithm based on an “Anti-Bayesian” paradigm
(Lecture Notes in Computer Science;8047, Chapter; Peer reviewed, 2013)Border Identification (BI) algorithms, a subset of Prototype Reduction Schemes (PRS) aim to reduce the number of training vectors so that the reduced set (the border set) contains only those patterns which lie near the ... -
A Novel Clustering Algorithm based on a Non-parametric "Anti-Bayesian" Paradigm
(Chapter; Peer reviewed, 2015) -
A Novel Fault-Tolerant Routing Technique for Mesh-of-Tree based Network-on-Chip Design
(Chapter; Peer reviewed, 2018) -
A novel policy-driven reversible anonymisation scheme for XML-based services
(Journal article; Peer reviewed, 2014)This paper proposes a reversible anonymisation scheme for XML messages that supports fine-grained enforcement of XACML-based privacy policies. Reversible anonymisation means that information in XML messages is anonymised, ... -
A novel technique for stochastic root-finding: Enhancing the search with adaptive d-ary search
(Peer reviewed; Journal article, 2017)The most fundamental problem encountered in the field of stochastic optimization and control, is the Stochastic Root Finding (SRF) problem where the task is to locate (or in the context of control, to move towards), an ... -
A Novel Wideband MIMO Car-to-Car Channel Model Based on a Geometrical Semi-Circular Tunnel Scattering Model
(Journal article; Peer reviewed, 2016) -
A pattern recognition approach for peak prediction of electrical consumption
(Journal article; Peer reviewed, 2016) -
A Random Trajectory Approach for the Development of Nonstationary Channel Models Capturing Different Scales of Fading
(Journal article; Peer reviewed, 2017)This paper introduces a new approach to developing stochastic nonstationary channel models, the randomness of which originates from a random trajectory of the mobile station (MS) rather than from the scattering area. The ... -
A roadmap towards improving managed security services from a privacy perspective
(Journal article; Peer reviewed, 2014)This paper proposes a roadmap for how privacy leakages from outsourced managed security services using intrusion detection systems can be controlled. The paper first analyses the risk of leaking private or confidential ... -
A semantic-enhanced quality-based approach to handling data sources in enterprise service bus
(Journal article; Peer reviewed, 2014)Data quality plays an important role in success of organizations. Poor data quality might significantly affect organizations’ businesses since wrong decisions can be made based on data with poor quality. It is therefore ... -
A spatio-temporal probabilistic model of hazard and crowd dynamics in disasters for evacuation planning
(Lecture Notes in Computer Science;7906, Chapter; Peer reviewed, 2013)Managing the uncertainties that arise in disasters – such as ship fire – can be extremely challenging. Previous work has typically focused either on modeling crowd behavior or hazard dynamics, targeting fully known ... -
A Stochastic Search on the Line-Based Solution to Discretized Estimation
(Lecture Notes in Computer Science;7345, Chapter; Peer reviewed, 2012)Recently, Oommen and Rueda [11] presented a strategy by which the parameters of a binomial/multinomial distribution can be estimated when the underlying distribution is nonstationary. The method has been referred to as the ... -
A Study on the Sub-Regionalization of Humanitarian Supply Chain: the IFRC Case
(Chapter; Peer reviewed, 2016)Humanitarian Supply Chain (HSC) performance is a key factor for disaster response. In order to be more responsive, the typical humanitarian supply strategy has evolved from a centralized to a decentralized network, generally ... -
A system-level power saving approach for cellular networks with microcells/picocells
(Chapter; Peer reviewed, 2011)Network power consumption reduction has recently become an active research topic. In this paper, we propose a novel approach to save power consumption of a three-cell microcellular network. When the traffic load in the ... -
A two-armed bandit based scheme for accelerated decentralized learning
(Lecture Notes in Computer Science;6704, Chapter; Peer reviewed, 2011)The two-armed bandit problem is a classical optimization problem where a decision maker sequentially pulls one of two arms attached to a gambling machine, with each pull resulting in a random reward. The reward distributions ... -
A two-armed bandit collective for examplar based mining of frequent itemsets with applications to intrusion detection
(Lecture Notes in Computer Science;6922, Chapter; Peer reviewed, 2011)Over the last decades, frequent itemset mining has become a major area of research, with applications including indexing and similarity search, as well as mining of data streams, web, and software bugs. Although several ... -
A two-armed bandit collective for hierarchical examplar based mining of frequent itemsets with applications to intrusion detection
(Lecture Notes in Computer Science;8615, Chapter; Peer reviewed, 2014)In this paper we address the above problem by posing frequent item-set mining as a collection of interrelated two-armed bandit problems. We seek to find itemsets that frequently appear as subsets in a stream of itemsets, ... -
A user-centric approach for personalized service provisioning in pervasive environments
(Journal article; Peer reviewed, 2011)The vision of pervasive environments is being realized more than ever with the proliferation of services and computing resources located in our surrounding environments. Identifying those services that deserve the attention ... -
A-GSTCN: An Augmented Graph Structural–Temporal Convolution Network for Medication Recommendation Based on Electronic Health Records
(Peer reviewed; Journal article, 2023)Medication recommendation based on electronic health records (EHRs) is a significant research direction in the biomedical field, which aims to provide a reasonable prescription for patients according to their historical ...