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Fast and Accurate Least-Mean-Squares SolversJun 11 2019Least-mean squares (LMS) solvers such as Linear / Ridge / Lasso-Regression, SVD and Elastic-Net not only solve fundamental machine learning problems, but are also the building blocks in a variety of other methods, such as decision trees and matrix factorizations. ... More

On the Physical Realizability of a Class of Nonlinear Quantum SystemsJul 23 2012In this paper, the physical realizability property is investigated for a class of nonlinear quantum systems. This property determines whether a given set of nonlinear quantum stochastic differential equations corresponds to a physical nonlinear quantum ... More

Spectral Inference Methods on Sparse Graphs: Theory and ApplicationsOct 14 2016In an era of unprecedented deluge of (mostly unstructured) data, graphs are proving more and more useful, across the sciences, as a flexible abstraction to capture complex relationships between complex objects. One of the main challenges arising in the ... More

Teleportation with Multiple Accelerated PartnersJan 31 2014As the current revolution in communication is underway, quantum teleportation can increase the level of security in quantum communication applications. In this paper, we present a quantum teleportation procedure that capable to teleport either accelerated ... More

Band-Sweeping M-ary PSK (BS-M-PSK) Modulation and Transceiver DesignJan 30 2014Channel Estimation is a major problem encountered by receiver designers for wireless communications systems. The fading channels encountered by the system are usually time variant for a mobile receiver. Besides, the frequency response of the channel is ... More

Autonomous Quantum Perceptron Neural NetworkDec 15 2013Recently, with the rapid development of technology, there are a lot of applications require to achieve low-cost learning. However the computational power of classical artificial neural networks, they are not capable to provide low-cost learning. In contrast, ... More

Analysis of the Main Factors Affecting M-Commerce Adoption in IraqFeb 15 2019The telecommunications sector in Iraq is one of the most dynamic and active industries. This sector has prime importance only next to oil & gas, as revealed by recent reports. This industry has grown in leaps and bounds with the rising demand for mobile ... More

On the Lossless Property of a Class of Nonlinear Quantum SystemsAug 25 2012In this paper, the physical realizability condition for a specific class of nonlinear quantum systems is related to the lossless property of nonlinear dissipative systems having a specific storage function.

To Parallelize or Not to Parallelize, Speed Up IssueMar 29 2011Running parallel applications requires special and expensive processing resources to obtain the required results within a reasonable time. Before parallelizing serial applications, some analysis is recommended to be carried out to decide whether it will ... More

Parallel Performance of MPI Sorting Algorithms on Dual-Core Processor Windows-Based SystemsMay 30 2011Message Passing Interface (MPI) is widely used to implement parallel programs. Although Windowsbased architectures provide the facilities of parallel execution and multi-threading, little attention has been focused on using MPI on these platforms. In ... More

Some Properties of Multi-Qubit States in Non-Inertial FramesOct 22 2012In this paper, some properties of multi-qubit states traveling in non-inertial frames are investigated, where we assume that all particles are accelerated. These properties are including fidelities, capacities and entanglement of the accelerated channels ... More

Stable Throughput Region of Cognitive-Relay Networks with Imperfect Sensing and Finite Relaying BufferAug 05 2014In this letter, we obtain the stable throughput region for a cognitive relaying scheme with a finite relaying buffer and imperfect sensing. The analysis investigates the effect of the secondary user's finite relaying capabilities under different scenarios ... More

Defeating the Eavesdropper: On the Achievable Secrecy Capacity using Reconfigurable AntennasFeb 05 2014In this paper, we consider the transmission of confidential messages over slow fading wireless channels in the presence of an eavesdropper. We propose a transmission scheme that employs a single reconfigurable antenna at each of the legitimate partners, ... More

On geometric progressions on hyperelliptic curvesFeb 18 2016Let $C$ be a hyperelliptic curve over $\mathbb Q$ described by $y^2=a_0x^n+a_1x^{n-1}+\ldots+a_n$, $a_i\in\mathbb Q$. The points $P_{i}=(x_{i},y_{i})\in C(\mathbb{Q})$, $i=1,2,...,k,$ are said to be in a geometric progression of length $k$ if the rational ... More

Green Cloud Radio Access NetworksJul 21 2016Cloud radio access networks (C-RAN) are a promising technology to enable the ambitious vision of the fifth generation (5G) communication networks. In spite of the potential benefits of C-RAN, the operational costs are still a challenging issue, mainly ... More

High rank quadratic twists of pairs of elliptic curvesOct 25 2016Given a pair of elliptic curves $E_1$ and $E_2$ over the rational field $\mathbb Q$ whose $j$-invariants are not simultaneously 0 or 1728, Kuwata and Wang proved the existence of infinitely many square-free rationals $d$ such that the $d$-quadratic twists ... More

On the Well-posedness of a Nonlinear Fourth-Order Extension of Richards' EquationMay 16 2019We study a nonlinear fourth-order extension of Richards' equation that describes infiltration processes in unsaturated soils. We prove the well-posedness of the fourth-order equation by first applying Kirchhoff's transformation to linearize the higher-order ... More

On Darcy-and Brinkman-Type Models for Two-Phase Flow in Asymptotically Flat DomainsDec 20 2017We study two-phase flow for Darcy and Brinkman regimes. To reduce the computational complexity for flow in vertical equilibrium various simplified models have been suggested. Examples are dimensional reduction by vertical integration, the multiscale model ... More

Coincidental Correctness in the Defects4J BenchmarkAug 28 2018Jan 30 2019Coincidental correctness (CC) arises when a defective program produces the correct output despite the fact that the defect within was exercised. Researchers have recognized the negative impact of coincidental correctness, and the authors have previously ... More

Essential norms of Volterra and Cesàro operators on Müntz spacesDec 09 2016We study the properties of the Volterra and Ces\`aro operators viewed on the $L^1$-M\"untz space $M_\Lambda^1$ with range in the space of continuous functions. These operators are neither compact nor weakly compact. We estimate how far from being (weakly) ... More

X-ray Spectroscopy of Bursts from SGR 1806-20 with RXTEFeb 02 1998We report on new RXTE X-ray spectral analysis of bursts from SGR 1806-20, the most prolific SGR source known. Previous studies of bursts from this source revealed a remarkable lack of spectral variability both in single bursts as well as from burst to ... More

Existence of weak solutions for a nonlocal pseudo-parabolic model for Brinkman two-phase flow in asymptotically flat porous mediaSep 13 2018We study a nonlocal evolution equation that involves a pseudo-parabolic third-order term. The equation models almost uni-directional two-phase flow in Brinkman regimes. We prove the existence of weak solutions for this equation. We also give a series ... More

The One-Phase Bifurcation For The p-LaplacianJan 18 2018A bifurcation about the uniqueness of a solution of a singularly perturbed free boundary problem of phase transition associated with the p-Laplacian, subject to given boundary condition is proved in this paper. We show this phenomenon by proving the existence ... More

Spectral Clustering of Graphs with the Bethe HessianJun 07 2014Sep 08 2014Spectral clustering is a standard approach to label nodes on a graph by studying the (largest or lowest) eigenvalues of a symmetric real matrix such as e.g. the adjacency or the Laplacian. Recently, it has been argued that using instead a more complicated, ... More

Existence Results by The Method of Upper and Lower Solutions for Volterra Integral Equation on Time ScalesJan 08 2017In this article, we investigate the method of upper and lower solutions for Volterra integral equation of the first kind on arbitrary time scale $\mathbb{T}$. We establish some existence results in a certain sector. Moreover, monotone iterative technique ... More

Transmuted Generalized Inverse Weibull DistributionSep 11 2013A generalization of the generalized inverse Weibull distribution so-called transmuted generalized inverse Weibull dis- tribution is proposed and studied. We will use the quadratic rank transmutation map (QRTM) in order to generate a flexible family of ... More

Globally Optimal Cooperation in Dense Cognitive Radio NetworksFeb 25 2014The problem of calculating the local and global decision thresholds in hard decisions based cooperative spectrum sensing is well known for its mathematical intractability. Previous work relied on simple suboptimal counting rules for decision fusion in ... More

Well-Posedness of some nonlinear Volterra-Fredholm integral and integro-dynamic equations on time scalesAug 17 2016In this paper we study well posedness of a certain nonlinear Volterra-Fredholm dynamic integral and integro-dynamic equations on unbounded interval from arbitrary time scale. We derive the time scale analogue of certain integral inequalities of Pachpatte ... More

Evidence For Quasi-Periodic Oscillations In The Recurrent Bursts From SGR 1806-20Aug 21 2010We present evidence for Quasi Periodic Oscillations (QPOs) in the recurrent outburst activity from SGR 1806-20 using Rossi X-ray Timing Explorer (RXTE) observations during November 1996. Searching for QPOs in a sample of 30 bursts at similar frequencies ... More

Achievable Degrees-of-Freedom of the K-user SISO Interference Channel with Blind Interference Alignment using Staggered Antenna SwitchingAug 27 2014May 22 2016In this letter, we present the first characterization for the achievable Degrees-of-Freedom (DoF) by Blind Interference Alignment (BIA) using staggered antenna switching in the $K$-user Gaussian Interference Channel. In such scheme, each transmitter is ... More

Forecasting Individualized Disease Trajectories using Interpretable Deep LearningOct 24 2018Disease progression models are instrumental in predicting individual-level health trajectories and understanding disease dynamics. Existing models are capable of providing either accurate predictions of patients prognoses or clinically interpretable representations ... More

Discovery of a 6.4 keV Emission Line in a Burst from SGR 1900+14May 22 2000We present evidence of a 6.4 keV emission line during a burst from the soft gamma-ray repeater SGR 1900+14. The Rossi X-ray Timing Explorer (RXTE) monitored this source extensively during its outburst in the summer of 1998. A strong burst observed on ... More

Stability of a Volterra Integral Equation on Time ScalesJan 05 2017In this paper, we study Hyers-Ulam stability for integral equation of Volterra type in time scale setting. Moreover we study the stability of the considered equation in Hyers-Ulam-Rassias sense. Our technique depends on successive approximation method, ... More

Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information AcquisitionOct 24 2016We develop a Bayesian model for decision-making under time pressure with endogenous information acquisition. In our model, the decision maker decides when to observe (costly) information by sampling an underlying continuous-time stochastic process (time ... More

On the Capacity of the Underwater Acoustic Channel with Dominant Noise SourcesApr 27 2014This paper provides an upper-bound for the capacity of the underwater acoustic (UWA) channel with dominant noise sources and generalized fading environments. Previous works have shown that UWA channel noise statistics are not necessary Gaussian, especially ... More

Predicting the Severity of Breast Masses with Data Mining MethodsMay 30 2013Mammography is the most effective and available tool for breast cancer screening. However, the low positive predictive value of breast biopsy resulting from mammogram interpretation leads to approximately 70% unnecessary biopsies with benign outcomes. ... More

Matrix Completion from Fewer Entries: Spectral Detectability and Rank EstimationJun 10 2015Jan 28 2016The completion of low rank matrices from few entries is a task with many practical applications. We consider here two aspects of this problem: detectability, i.e. the ability to estimate the rank $r$ reliably from the fewest possible random entries, and ... More

Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation DynamicsFeb 04 2011We present and study an agent-based model of T-Cell cross-regulation in the adaptive immune system, which we apply to binary classification. Our method expands an existing analytical model of T-cell cross-regulation (Carneiro et al. in Immunol Rev 216(1):48-68, ... More

Adaptive Spam Detection Inspired by a Cross-Regulation Model of Immune Dynamics: A Study of Concept DriftDec 04 2008This paper proposes a novel solution to spam detection inspired by a model of the adaptive immune system known as the crossregulation model. We report on the testing of a preliminary algorithm on six e-mail corpora. We also compare our results statically ... More

Symmetry and Approximate Symmetry of a Nonlinear Elliptic Problem over a RingNov 20 2017Jul 07 2018A singularly perturbed free boundary problem arising from a real problem associated with a Radiographic Integrated Test Stand concerns a solution of the equation $\Delta u = f(u)$ in a domain $\Omega$ subject to constant boundary data, where the function ... More

Spectral density of the non-backtracking operatorApr 30 2014The non-backtracking operator was recently shown to provide a significant improvement when used for spectral clustering of sparse networks. In this paper we analyze its spectral density on large random sparse graphs using a mapping to the correlation ... More

Spectral Bounds for the Ising Ferromagnet on an Arbitrary Given GraphSep 27 2016We revisit classical bounds of M. E. Fisher on the ferromagnetic Ising model, and show how to efficiently use them on an arbitrary given graph to rigorously upper-bound the partition function, magnetizations, and correlations. The results are valid on ... More

Blow up dynamics for the hyperbolic vanishing mean curvature flow of surfaces asymptotic to Simons coneFeb 19 2019In this article, we establish the existence of a family of hypersurfaces $(\Gamma (t))_{0< t \leq T}$ which evolve by the vanishing mean curvature flow in Minkowski space and which as $t$ tends to~$0$ blow up towards a hypersurface which behaves like ... More

Discovery of Quasi-Periodic Oscillations in the Recurrent Burst Emission from SGR 1806-20Aug 23 2010Aug 26 2010We present evidence for Quasi-Periodic Oscillations (QPOs) in the recurrent outburst emission from the soft gamma repeater SGR 1806-20 using NASA's Rossi X-ray Timing Explorer (RXTE) observations. By searching a sample of 30 bursts for timing signals ... More

Encoding Distortion Modeling For DWT-Based Wireless EEG Monitoring SystemFeb 16 2016Recent advances in wireless body area sensor net- works leverage wireless and mobile communication technologies to facilitate development of innovative medical applications that can significantly enhance healthcare services and improve quality of life. ... More

Self-organizing Networks of Information Gathering Cognitive AgentsMar 16 2015Aug 12 2015In many scenarios, networks emerge endogenously as cognitive agents establish links in order to exchange information. Network formation has been widely studied in economics, but only on the basis of simplistic models that assume that the value of each ... More

New Evidence for Proton Cyclotron Resonance in a Magnetar Strength Field from SGR 1806-20Oct 23 2002A great deal of evidence has recently been gathered in favor of the picture that Soft Gamma Repeaters and Anomalous X-Ray Pulsars are powered by ultra-strong magnetic fields (B > 10^{14} G; i.e. magnetars). Nevertheless, present determination of the magnetic ... More

Cache-Assisted Broadcast-Relay Wireless Networks: A Delivery-Time Cache-Memory TradeoffMar 11 2018An emerging trend of next generation communication systems is to provide network edges with additional capabilities such as storage resources in the form of caches to reduce file delivery latency. To investigate this aspect, we study the fundamental limits ... More

Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk PrognosisMay 15 2017Critically ill patients in regular wards are vulnerable to unanticipated adverse events which require prompt transfer to the intensive care unit (ICU). To allow for accurate prognosis of deteriorating patients, we develop a novel continuous-time probabilistic ... More

Deep Representation for Patient Visits from Electronic Health RecordsMar 26 2018We show how to learn low-dimensional representations (embeddings) of patient visits from the corresponding electronic health record (EHR) where International Classification of Diseases (ICD) diagnosis codes are removed. We expect that these embeddings ... More

On the relaxed area of the graph of discontinuous maps from the plane to the plane taking three values with no symmetry assumptionsJan 07 2019In this paper we estimate from above the area of the graph of a singular map $u$ taking a disk to three vectors, the vertices of a triangle, and jumping along three $\mathcal{C}^2-$ embedded curves that meet transversely at only one point of the disk. ... More

Clustering from Sparse Pairwise MeasurementsJan 25 2016May 19 2016We consider the problem of grouping items into clusters based on few random pairwise comparisons between the items. We introduce three closely related algorithms for this task: a belief propagation algorithm approximating the Bayes optimal solution, and ... More

Evolution of Social Networks: A Microfounded ModelAug 02 2015Aug 14 2015Many societies are organized in networks that are formed by people who meet and interact over time. In this paper, we present a first model to capture the micro-foundations of social networks evolution, where boundedly rational agents of different types ... More

Random Aerial Beamforming for Underlay Cognitive Radio with Exposed Secondary UsersJun 06 2014Aug 01 2015In this paper, we introduce the exposed secondary users problem in underlay cognitive radio systems, where both the secondary-to-primary and primary-to-secondary channels have a Line-of-Sight (LoS) component. Based on a Rician model for the LoS channels, ... More

Certain Geometric Properties of Some Bessel FunctionsDec 02 2017In this paper, we determine necessary and sufficient conditions for the generalized Bessel function to be in certain subclasses of starlike and convex functions. Also, we obtain several corollaries as special cases of the main results, these corollaries ... More

Delivery Time Minimization in Edge Caching: Synergistic Benefits of Subspace Alignment and Zero ForcingOct 29 2017Nov 07 2017An emerging trend of next generation communication systems is to provide network edges with additional capabilities such as additional storage resources in the form of caches to reduce file delivery latency. To investigate this aspect, we study the fundamental ... More

Lightweight Joint Compression-Encryption-Authentication-Integrity Framework Based on Arithmetic CodingApr 12 2018Arithmetic Coding is an efficient lossless compression scheme applied for many multimedia standards such as JPEG, JPEG2000, H.263, H.264 and H.265. Due to nonlinearity, high error propagation and high error sensitivity of arithmetic coders, many techniques ... More

Using Short Message Service (SMS) to Support Business ContinuityMar 30 2011Now a day's many organizations are required to communicate online on a daily basis, 24-hour, seven-days-a-week, to gain the desired competitive advantages and profits; although there are a variety of disruptions that may occur within business application ... More

Spectral Detection in the Censored Block ModelJan 31 2015Jun 10 2015We consider the problem of partially recovering hidden binary variables from the observation of (few) censored edge weights, a problem with applications in community detection, correlation clustering and synchronization. We describe two spectral algorithms ... More

Computational Complexity, Phase Transitions, and Message-Passing for Community DetectionSep 08 2014We take a whirlwind tour of problems and techniques at the boundary of computer science and statistical physics. We start with a brief description of P, NP, and NP-completeness. We then discuss random graphs, including the emergence of the giant component ... More

Two automated techniques for analyzing and debugging Mpi-based programsNov 04 2013Message Passing Interface (MPI) is the most commonly used paradigm in writing parallel programs since it can be employed not only within a single processing node but also across several connected ones. Data flow analysis concepts, techniques and tools ... More

Opportunistic Spectrum Sharing using Dumb Basis Patterns: The Line-of-Sight Interference ScenarioMar 28 2014We investigate a spectrum-sharing system with non-severely faded mutual interference links, where both the secondary-to-primary and primary-to-secondary channels have a Line-of-Sight (LoS) component. Based on a Rician model for the LoS channels, we show, ... More

A Micro-foundation of Social Capital in Evolving Social NetworksNov 08 2015A social network confers benefits and advantages on individuals (and on groups), the literature refers to these advantages as social capital. This paper presents a micro-founded mathematical model of the evolution of a social network and of the social ... More

Spectrum Sensing Via Reconfigurable Antennas: Is Cooperation of Secondary Users Indispensable?Jan 30 2014This work presents an analytical framework for characterizing the performance of cooperative and noncooperative spectrum sensing schemes by figuring out the tradeoff between the achieved diversity and coding gains in each scheme. Based on this analysis, ... More

Spectrum Sensing Via Reconfigurable Antennas: Fundamental Limits and Potential GainsMar 04 2014We propose a novel paradigm for spectrum sensing in cognitive radio networks that provides diversity and capacity benefits using a single antenna at the Secondary User (SU) receiver. The proposed scheme is based on a reconfigurable antenna: an antenna ... More

Fast Randomized Semi-Supervised ClusteringMay 20 2016Oct 09 2016We consider the problem of clustering partially labeled data from a minimal number of randomly chosen pairwise comparisons between the items. We introduce an efficient local algorithm based on a power iteration of the non-backtracking operator and study ... More

SWIFT-BAT observations of the recently discovered magnetar SGR 0501+4516Apr 23 2010We present results on the Soft Gamma Repeater (SGR) 0501+4516, discovered by the SWIFT Burst Alert Telescope (BAT) on 2008 August 22. More than 50 bursts were identified from this source, out of which 18 bursts had enough counts to carry out spectral ... More

Opportunistic Beamforming using Dumb Basis Patterns in Multiple Access Cognitive ChannelsJul 05 2014In this paper, we investigate multiuser diversity in interference-limited Multiple Access (MAC) underlay cognitive channels with Line-of-Sight interference (LoS) from the secondary to the primary network. It is shown that for $N$ secondary users, and ... More

Some Characterizations on the Normalized Lommel, Struve and Bessel Functions of the First KindDec 03 2017In this paper, we introduce new technique for determining some necessary and sufficient conditions of the normalized Bessel functions $j_{\nu}$, normalized Struve functions $h_{\nu}$ and normalized Lommel functions $s_{\mu,\nu}$ of the first kind, to ... More

Some Aspect of Certain two Subclass of Analytic Functions with Negative Coefficients Defined by Rafid OperatorApr 18 2019In this paper, we define the subclasses $R_{\mu,p}^{\delta}(\alpha;A,B)\ $ and $ P_{\mu,p}^{\delta}(\alpha;A,B)\ $ of analytic functions in the open unit disc of complex plain. Then the neighborhood properties, integral means inequalities and some results ... More

Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden ConfoundersFeb 01 2019The estimation of treatment effects is a pervasive problem in medicine. Existing methods for estimating treatment effects from longitudinal observational data assume that there are no hidden confounders. This assumption is not testable in practice and, ... More

On the density of shear transformation zones in amorphous solidsJul 05 2013We study the stability of amorphous solids, focusing on the distribution P(x) of the local stress increase x that would lead to an instability. We argue that this distribution is singular P(x)x^{\theta}, where the exponent {\theta} is non-zero if the ... More

Robotics Evolution: from Remote Brain to CloudJan 08 2019Robotic systems have been evolving since decades and touching almost all aspects of life, either for leisure or critical applications. Most of traditional robotic systems operate in well-defined environments utilizing pre-configured on-board processing ... More

The physics and kinematics of the evolved, interacting planetary nebula PN G342.0-01.7Aug 08 2015Here we aim to study the physical and kinematical characteristics of the unstudied old planetary nebula (PN) PN G342.0-01.7, which shows evidence of interaction with its surrounding interstellar medium. We used Integral Field Spectra from the Wide Field ... More

Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process ExpertsMay 03 2016We develop a personalized real time risk scoring algorithm that provides timely and granular assessments for the clinical acuity of ward patients based on their (temporal) lab tests and vital signs. Heterogeneity of the patients population is captured ... More

Interference Mitigation via Rate-Splitting and Common Message Decoding in Cloud Radio Access NetworksMar 02 2019Cloud-radio access networks (C-RAN) help overcoming the scarcity of radio resources by enabling dense deployment of base-stations (BSs), and connecting them to a central-processor (CP). This paper considers the downlink of a C-RAN, where the cloud is ... More

Uncertainty Analysis of Microsegregation during Laser Powder Bed FusionJan 24 2019Quality control in additive manufacturing can be achieved through variation control of the quantity of interest (QoI). We choose in this work the microstructural microsegregation to be our QoI. Microsegregation results from the spatial redistribution ... More

The X-ray Spectrum Of The Black Hole Candidate Swift J1753.5-0127Feb 24 2013Mar 04 2013We present a spectral analysis of the black hole candidate and X-ray transient source Swift J1753.5 0127 making use of simultaneous observations of XMM-Newton and Rossi X-ray Timing Explorer (RXTE) in 2006, when the source was in outburst. The aim of ... More

Lifelong Bayesian OptimizationMay 29 2019Automatic Machine Learning (Auto-ML) systems tackle the problem of automating the design of prediction models or pipelines for data science. In this paper, we present Lifelong Bayesian Optimization (LBO), an online, multitask Bayesian optimization (BO) ... More

Discovery of Cyclotron Resonance Features in the Soft Gamma Repeater SGR 1806-20Oct 23 2002We report evidence of cyclotron resonance features from the Soft Gamma Repeater SGR 1806-20 in outburst, detected with the Rossi X-ray Timing Explorer in the spectrum of a long, complex precursor that preceded a strong burst. The features consist of a ... More

Evolution of the Global Risk Network Mean-Field Stability PointOct 15 2017With a steadily growing human population and rapid advancements in technology, the global human network is increasing in size and connection density. This growth exacerbates networked global threats and can lead to unexpected consequences such as global ... More

Limits of Risk Predictability in a Cascading Alternating Renewal Process ModelJun 21 2017Most risk analysis models systematically underestimate the probability and impact of catastrophic events (e.g., economic crises, natural disasters, and terrorism) by not taking into account interconnectivity and interdependence of risks. To address this ... More

Random Projections through multiple optical scattering: Approximating kernels at the speed of lightOct 22 2015Oct 25 2015Random projections have proven extremely useful in many signal processing and machine learning applications. However, they often require either to store a very large random matrix, or to use a different, structured matrix to reduce the computational and ... More

ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer ScreeningFeb 01 2016Breast cancer screening policies attempt to achieve timely diagnosis by the regular screening of apparently healthy women. Various clinical decisions are needed to manage the screening process; those include: selecting the screening tests for a woman ... More

Realisation of a Frustrated 3D Magnetic Nanowire LatticeDec 06 2018Patterning nanomagnets in three-dimensions presents a new paradigm in condensed matter physics and allows access to a plethora of fundamental phenomena including robust spin textures, magnetic metamaterials that are home to defects carrying magnetic charge ... More

Form Factors and Generalized Parton Distributions in Basis Light-Front QuantizationFeb 19 2016We calculate the elastic form factors and the Generalized Parton Distributions (GPDs) for four low-lying bound states of a demonstration fermion-antifermion system, strong coupling positronium ($e \bar{e}$), using Basis Light-Front Quantization (BLFQ). ... More

Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process ModelMay 22 2017We report the development and validation of a data-driven real-time risk score that provides timely assessments for the clinical acuity of ward patients based on their temporal lab tests and vital signs, which allows for timely intensive care unit (ICU) ... More

Preprint Touch-less Interactive Augmented Reality Game on Vision Based Wearable DeviceApr 23 2015Sep 07 2015This is the preprint version of our paper on Personal and Ubiquitous Computing. There is an increasing interest in creating pervasive games based on emerging interaction technologies. In order to develop touch-less, interactive and augmented reality games ... More

Limits of Predictability of Cascading Overload Failures in Spatially-Embedded Networks with Distributed FlowsJun 14 2017Cascading failures are a critical vulnerability of complex information or infrastructure networks. Here we investigate the properties of load-based cascading failures in real and synthetic spatially-embedded network structures, and propose mitigation ... More

A Hybrid Model for Enhancing Lexical Statistical Machine Translation (SMT)Jun 03 2015The interest in statistical machine translation systems increases currently due to political and social events in the world. A proposed Statistical Machine Translation (SMT) based model that can be used to translate a sentence from the source Language ... More

Interference Mitigation via Rate-Splitting and Common Message Decoding in Cloud Radio Access NetworksMar 02 2019Apr 20 2019Cloud-radio access networks (C-RAN) help overcoming the scarcity of radio resources by enabling dense deployment of base-stations (BSs), and connecting them to a central-processor (CP). This paper considers the downlink of a C-RAN, where the cloud is ... More

ArSentD-LEV: A Multi-Topic Corpus for Target-based Sentiment Analysis in Arabic Levantine TweetsMay 25 2019Sentiment analysis is a highly subjective and challenging task. Its complexity further increases when applied to the Arabic language, mainly because of the large variety of dialects that are unstandardized and widely used in the Web, especially in social ... More

Problems for the WELS classification of planetary nebulae central stars: Self-consistent nebular modelling of four candidatesFeb 28 2016We present integral field unit (IFU) spectroscopy and self-consistent photoionisation modelling for a sample of four southern Galactic planetary nebulae (PNe) with supposed weak emission-line (WEL) central stars. The Wide Field Spectrograph (WiFeS) on ... More

Improving DRAM Performance by Parallelizing Refreshes with AccessesDec 21 2017Modern DRAM cells are periodically refreshed to prevent data loss due to leakage. Commodity DDR DRAM refreshes cells at the rank level. This degrades performance significantly because it prevents an entire rank from serving memory requests while being ... More

A Semi-Markov Switching Linear Gaussian Model for Censored Physiological DataNov 16 2016Critically ill patients in regular wards are vulnerable to unanticipated clinical dete- rioration which requires timely transfer to the intensive care unit (ICU). To allow for risk scoring and patient monitoring in such a setting, we develop a novel Semi- ... More

Personalized Survival Predictions for Cardiac Transplantation via Trees of PredictorsApr 11 2017Given the limited pool of donor organs, accurate predictions of survival on the wait list and post transplantation are crucial for cardiac transplantation decisions and policy. However, current clinical risk scores do not yield accurate predictions. We ... More

Personalized Donor-Recipient Matching for Organ TransplantationNov 12 2016Organ transplants can improve the life expectancy and quality of life for the recipient but carries the risk of serious post-operative complications, such as septic shock and organ rejection. The probability of a successful transplant depends in a very ... More

Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian ProcessesOct 27 2016Objective: In this paper, we develop a personalized real-time risk scoring algorithm that provides timely and granular assessments for the clinical acuity of ward patients based on their (temporal) lab tests and vital signs; the proposed risk scoring ... More

Uncovering protein interaction in abstracts and text using a novel linear model and word proximity networksDec 04 2008We participated in three of the protein-protein interaction subtasks of the Second BioCreative Challenge: classification of abstracts relevant for protein-protein interaction (IAS), discovery of protein pairs (IPS) and text passages characterizing protein ... More

Forecasting Drought Using Multilayer Perceptron Artificial Neural Network ModelApr 17 2019These days human beings are facing many environmental challenges due to frequently occurring drought hazards. It may have an effect on the countrys environment, the community, and industries. Several adverse impacts of drought hazard are continued in ... More