Miracle-dz/UniFAR-FTUs huggingface dataset:
MUSK: Uniform Sampling of k Maximal Patterns

Recent research in frequent pattern mining (FPM) has shifted from obtaining the complete set of frequent patterns to generating only a representative (summary) subset of frequent patterns. Most of the existing approaches to this problem adopt a two-step solution; in the first step, they obtain all the frequent patterns, and in the second step, some form of clustering is used to obtain the summary pattern set. However, the twostep method is inefficient and sometimes infeasible since the first step itself may fail to finish in a reasonable amount of time. In this paper, we propose an alternative approach to mining frequent pattern representatives based on a uniform sampling of the output space. Our new algorithm, Musk, obtains representative patterns by sampling uniformly from the pool of all frequent maximal patterns; uniformity is achieved by a variant of Markov Chain Monte Carlo (MCMC) algorithm. Musk simulates a random walk on the frequent pattern partial order graph with a prescribed transition probability matrix, whose values are computed locally during the simulation. In the stationary distribution of the random walk, all maximal frequent pattern nodes in the partial order graph are sampled uniformly. Experiments on various kind of graph and itemset databases validate the effectiveness of our approach.
The World’s Northernmost Harbour Seal Population–How Many Are There?

This study presents the first abundance estimate for the world’s northernmost harbour seal (Phoca vitulina) population, which resides in Svalbard, Norway, based on three digital stereoscopic photographic surveys conducted in 2009 and 2010. The counts from these high resolution 3D images were combined with a novel method for estimating correction factors for animals that were in the water at the time of the surveys, in which extensive behavioural data from radio-tagged harbour seals were used together with age distribution data to estimate the proportion of seals of various age and sex classes hauled out at the times of the surveys. To detect possible seasonal shifts in age distribution between surveys, lengths of hauled out seals were measured from the stereoscopic images. No body-length differences were detected between the surveys; but, this may be due to a high degree of sexual dimorphism exhibited in this population. Applying the modelled correction factors, a total of 1888 (95% CI: 1660–3023), 1742 (1381–3549) and 1812 (1656–4418) harbour seals were estimated for the surveys flown on 01 August 2009, 01 August 2010 and 19 August 2010, respectively. The similarity between the three survey estimates (despite significant differences in the number of animals actually counted on the photos from each survey effort) suggests that the variation in numbers of hauled out seals is reasonably accurately adjusted for by the haul-out probability model. The low population size, the limited spatial distribution of the population and its reduced genetic diversity make this population vulnerable to chance events, such as disease epidemics.
A classification of reliable multicast protocols

The range of user requirements on multicast protocols is so wide that no single protocol will ever satisfy them. The set of multicast protocols can be classified using the user requirements, and the architectures, mechanisms, communications patterns, and policies used to satisfy these requirements. We provide such a classification, and illustrate it with several example protocols chosen to cover the range of features described.
Nighttime water loss from C3 plants

We investigated the response of Helianthus species nighttime conductance (gnight) and transpiration (Enight) to soil nutrient and water limitations in nine greenhouse studies. The studies primarily used wild Helianthus annuus, but also included a commercial and early domesticate of H. annuus, and three additional wild species (Helianthus petiolaris Nutt., Helianthus deserticola Heiser, and Helianthus anomalus Blake). Well-watered plants of all species showed substantial gnight (0.023-0.225 mol m s) and Enight (0.29-2.46 mmol m s) measured as instantaneous gas exchange. Based on the potential for transpiration to increase mass flow of mobile nutrients to roots, we hypothesized that gnight and Enight would increase under limiting soil nutrients, but found no evidence of responses in all six studies testing this. Based on known daytime responses to water limitation, we hypothesized that gnight and Enight would decrease when soil water availability was limited, and results from all four studies testing this supported our hypothesis. We also established that stomatal conductance at night was on average five times greater than cuticular conductance. Additionally, gnight and Enight varied nocturnally and across plant reproductive stages while remaining relatively constant as leaves aged. Our results further the ability to predict conditions under which nighttime water loss will be biologically significant and demonstrate that for Helianthus, gnight can be regulated. INTRODUCTION It is widely accepted that plants regulate stomatal aperture both to minimize water loss for a given amount of carbon assimilated and to minimize xylem cavitation (Cowan 1977, Sperry 2000). C3 and C4 plants fix carbon during the day and lose water from leaves as an unavoidable cost of getting CO2 to the site of carboxylation. Although these plants are generally expected to close their stomata at night to conserve water when carbon gain is not occurring, significant
The CATH domain structure database: new protocols and classification levels give a more comprehensive resource for exploring evolution

We report the latest release (version 3.0) of the CATH protein domain database (). There has been a 20% increase in the number of structural domains classified in CATH, up to 86 151 domains. Release 3.0 comprises 1110 fold groups and 2147 homologous superfamilies. To cope with the increases in diverse structural homologues being determined by the structural genomics initiatives, more sensitive methods have been developed for identifying boundaries in multi-domain proteins and for recognising homologues. The CATH classification update is now being driven by an integrated pipeline that links these automated procedures with validation steps, that have been made easier by the provision of information rich web pages summarising comparison scores and relevant links to external sites for each domain being classified. An analysis of the population of domains in the CATH hierarchy and several domain characteristics are presented for version 3.0. We also report an update of the CATH Dictionary of homologous structures (CATH-DHS) which now contains multiple structural alignments, consensus information and functional annotations for 1459 well populated superfamilies in CATH. CATH is directly linked to the Gene3D database which is a projection of CATH structural data onto ∼2 million sequences in completed genomes and UniProt.
Virtualized control plane placement problem: Provisioning the control paths and architectures

A fundamental problem to be resolved to achieve carrier grade functioning of an SDN network is the controller placement problem. The problem has been traditionally limited to optimally assigning switches to static physical controllers and placing those controllers over a network topology. However, virtualized controllers in place of physical ones could largely increase the dynamism in network control. In such a scenario, provisioning the requirements of the controllers themselves as virtual entities is also important. The virtual controllers may be inter-connected to each other via virtual controller-controller links and require additional virtualized support functions such as databases, to form a complete distributed virtual control plane. In this paper, we refer to the virtual control plane as the virtual control graph. This virtual control graph needs to be provisioned in addition to the traditional assignment of switches to controllers. Furthermore, all previous work assumes the control link between the switches and the controllers that control them can be created irrespective of the location of those controllers. This is untrue in a virtualized environment where the virtual control graph would connect to as well as control the very network they are provisioned on, using in band control channels. This switch to controller path must explicitly be provisioned in band and controller placement mechanisms must take into account the requirements of such provisioning algorithm as well. This paper proposes an extensible ILP model which addresses these two problems to enable the provisioning of virtual control graphs while also addressing the traditional requirements of controller placement. We then validate the proposed model with extensive simulations. The evaluation results show that this model can help address our considerations and can be applied to real world virtual controller graph placement scenarios.
Supportive and Antagonistic Behaviour in Distributed Computational Creativity via Coupled Empowerment Maximisation

There has been a strong tendency in distributed computational creativity systems to embrace embodied and situated agents for their flexible and adaptive behaviour. Intrinsically motivated agents are particularly successful in this respect, because they do not rely on externally specified goals, and can thus react flexibly to changes in open-ended environments. While supportive and antagonistic behaviour is omnipresent when people interact in creative tasks, existing implementations cannot establish such behaviour without constraining their agents’ flexibility by means of explicitly specified interaction rules. More open approaches in contrast cannot guarantee that support or antagonistic behaviour ever comes about. We define the information-theoretic principle of coupled empowerment maximisation as an intrinsically motivated frame for supportive and antagonistic behaviour within which agents can interact with maximum flexibility. We provide an intuition and a formalisation for an arbitrary number of agents. We then draw on several case-studies of co-creative and social creativity systems to make detailed predictions of the potential effect the underlying empowerment maximisation principle might have on the behaviour of creative agents.
Methodological differences in clinical trials evaluating nonpharmacological and pharmacological treatments of hip and knee osteoarthritis.

CONTEXT Randomized controlled trials have been developed essentially in the context of pharmacological treatments (ie, oral drugs; intra-articular injection; and topical, intramuscular, and intravenous treatments), but assessment of the effectiveness of nonpharmacological treatments (ie, surgery, arthroscopy, joint lavage, rehabilitation, acupuncture, and education) presents specific issues. OBJECTIVES To compare the quality of articles of nonpharmacological and pharmacological treatments of hip and knee osteoarthritis and to identify specific methodological issues related to assessment of nonpharmacological treatments. DESIGN AND SETTING We searched MEDLINE and the Cochrane Central Register of Controlled Trials for articles of randomized controlled trials published between January 1, 1992, and February 28, 2002, in 28 general medical and specialty journals with high impact factors and assessing nonpharmacological and pharmacological treatments in patients with hip or knee osteoarthritis. MAIN OUTCOME MEASURES The quality of the methods reported in the selected articles was assessed by 2 independent reviewers using the Jadad scale, the Delphi list, and guidelines found in the Users' Guides to the Medical Literature. Investigators also used a checklist of items developed by the authors to analyze study characteristics. RESULTS A total of 110 articles were included in the analysis; 50 (45.5%) assessed nonpharmacological treatments and 60 (54.5%) assessed pharmacological treatments. Reports of nonpharmacological treatments had a lower global quality score than did reports of pharmacological treatments as measured by the Jadad scale (mean [SD] score, 1.4 [1.3] vs 3.0 [1.3]) and the Delphi list (mean [SD] score, 5.2 [1.5] vs 7.5 [1.1]). Lack of reporting adequate random sequence generation and intention-to-treat analyses were found in both nonpharmacological and pharmacological articles. Nonpharmacological treatments were less often compared with a placebo than were pharmacological treatments (28.0% of articles vs 71.7%). Compared with pharmacological articles, nonpharmacological articles less often described blinding of patients (26.0% vs 96.7%), care providers (6.0% vs 81.7%), and outcome assessors (68.0% vs 98.3%). Care providers' skill levels could influence treatment effect in 84.0% of nonpharmacological articles vs 23.3% of pharmacological articles. CONCLUSIONS In this analysis of reports of hip and knee osteoarthritis therapy, nonpharmacological articles scored lower than pharmacological articles in terms of quality. Assessments of nonpharmacological treatments must take into consideration additional methodological issues.
The Aerodynamic Signature of Running Spiders

Many predators display two foraging modes, an ambush strategy and a cruising mode. These foraging strategies have been classically studied in energetic, biomechanical and ecological terms, without considering the role of signals produced by predators and perceived by prey. Wolf spiders are a typical example; they hunt in leaf litter either using an ambush strategy or by moving at high speed, taking over unwary prey. Air flow upstream of running spiders is a source of information for escaping prey, such as crickets and cockroaches. However, air displacement by running arthropods has not been previously examined. Here we show, using digital particle image velocimetry, that running spiders are highly conspicuous aerodynamically, due to substantial air displacement detectable up to several centimetres in front of them. This study explains the bimodal distribution of spider's foraging modes in terms of sensory ecology and is consistent with the escape distances and speeds of cricket prey. These findings may be relevant to the large and diverse array of arthropod prey-predator interactions in leaf litter.
Blind least-squares estimation of carrier phase, Doppler shift, and Doppler rate for m-PSK burst transmission

A novel blind algorithm is proposed for joint carrier phase/Doppler shift least-squares (LS) estimation for burst transmission of m-PSK modulated data. The algorithm can be extended to include Doppler rate estimation. The performance of the algorithm is contrasted against that of known algorithms, and it is shown to be advantageous particularly for short bursts and large frequency offsets. The signal-to-noise ratio penalty with respect to the ideal estimation case is shown to be below 1 dB for a frequency error as large as 0.1 of the symbol rate and bursts as short as 20 symbols.
Overview of the Safety of Newer Antiepileptic Drugs

Summary: Standard antiepileptic drugs (AEDs) are associated with a wide variety of acute and chronic adverse events and with many interactions with each other and with non‐AEDs that complicate patient management. The safety and interaction profiles of the newer AEDs have also been intensively studied. Safety data are available for six of the newer AEDs, lamotrigine (LTG), vigabatrin (VGB), gabapentin (GBP), tiagabine (TGB), felbamate (FBM), and topiramate (TPM). The potential for the most recently developed AEDs for producing rare idiosyncratic reactions cannot be ascertained until additional patient exposures have been reported from careful postmarketing surveillance.
Compressive pushbroom and whiskbroom sensing for hyperspectral remote-sensing imaging

Most existing architectures for the compressive acquisition of hyperspectral imagery - which perform dimensionality reduction simultaneously with image acquisition - have focused on framing designs which require the entire spatial extent of the image be available at once to the sensor. On the other hand, hyperspectral imagery in remote-sensing applications is frequently acquired with a pushbroom or whiskbroom sensing paradigm which - incorporating line-based or pixel-based scanning, respectively - exploits the motion inherent in an airborne or satellite-borne sensing platform to acquire the image. Such pushbroom and whiskbroom sensing architectures are proposed for the compressive acquisition of hyperspectral imagery. Additionally, the necessity of employing multiple sensor arrays in order to sense a broad spectrum, including the infrared regime, is considered.
Prediction of Functionally Important Phospho-Regulatory Events in Xenopus laevis Oocytes

The African clawed frog Xenopus laevis is an important model organism for studies in developmental and cell biology, including cell-signaling. However, our knowledge of X. laevis protein post-translational modifications remains scarce. Here, we used a mass spectrometry-based approach to survey the phosphoproteome of this species, compiling a list of 2636 phosphosites. We used structural information and phosphoproteomic data for 13 other species in order to predict functionally important phospho-regulatory events. We found that the degree of conservation of phosphosites across species is predictive of sites with known molecular function. In addition, we predicted kinase-protein interactions for a set of cell-cycle kinases across all species. The degree of conservation of kinase-protein interactions was found to be predictive of functionally relevant regulatory interactions. Finally, using comparative protein structure models, we find that phosphosites within structured domains tend to be located at positions with high conformational flexibility. Our analysis suggests that a small class of phosphosites occurs in positions that have the potential to regulate protein conformation.
Performance Enhancement of Wearable Antenna Using High Impedance Surfaces

This paper presents a novel textile wearable antenna that has been designed to operate at Wi-Fi bands of 2.4GHz & 5.8GHz. Antenna performance in free space environment showed Gain of 1.8dBi at 2.4GHz and 4.5dBi at 5.8GHz. However, performance deteriorated when antenna was operated near human body which is lossy and complex in nature. For mitigating the human body effect on antenna performance, high impedance surface (HIS) was designed and integrated with this textile antenna. Due to shielding effect of HIS, antenna Gain increased to 8dBi at 2.4GHz and 9dBi at 5.8GHz. The SAR values were also reduced to 0.682W/Kg at 2.4GHz and 0.0692W/Kg at 5.8GHz for 10g tissue. The proposed antenna was also tested under bending and crumpling conditions. It was observed that antenna performance was not significantly deteriorated. The proposed textile antenna can have exciting applications in emerging wearable technologies.
Reverse Stackelberg games, Part I: Basic framework

The class of reverse Stackelberg games, also known as incentives, embodies a structure for sequential decision making that has been recognized as a suitable approach for hierarchical control problems like road tolling and electricity pricing. In this game, a leader player announces a mapping of the follower's decision space into the leader's decision space, after which a follower player determines his optimal decision variables. Compared to the original Stackelberg game, the reverse Stackelberg approach has several advantages that will be emphasized in this survey. Since the reverse Stackelberg game has been studied in different research areas, first a comprehensive overview is provided of the definition of the game. Further, several areas of application are stated. In the companion paper entitled `Reverse Stackelberg Games, Part II: Results and Open Issues', main contributions are subsequently summarized along with several characteristics of the game and open issues that are relevant for further research, are presented.
Fast pyrolysis of biomass for the production of liquids

This chapter examines the fast pyrolysis of biomass to produce liquids for use as fuels and chemicals. The technology for fast pyrolysis is described and the characteristics of the main product bio-oil. This primary liquid is characterised by the many properties that affect its use. These properties have caused increasingly extensive research to be undertaken to address properties that need modification and this area is reviewed in terms of physical, catalytic and chemical upgrading. Of particular note is the increasing diversity of upgrading methods. © 2013 Woodhead Publishing Limited All rights reserved.
Buffer overrun prevention through component composition analysis

Buffer overrun vulnerabilities cause significant security problems, and have proven to be difficult to prevent. In this paper we present a novel approach to tackling the problem. Rather than concentrate on how to prevent the use of code containing buffer overrun vulnerabilities, we look at component composition techniques that can allow vulnerable code to be executed in a safe way within a composed application. We establish how this can be determined in an automated way using formal code analysis techniques and present results from the prototype system that we have developed for this purpose.
Use of proliferation cell nuclear antigen immunoreactivity for distinguishing hydropic abortions from partial hydatidiform moles.

AIMS: To determine whether the expression of proliferating cell nuclear antigen (PCNA) in villous cytotrophoblast could distinguish between placental tissue from a hydropic abortion and that from a partial hydatidiform mole. METHODS: Tissue from 18 partial hydatidiform moles, 15 hydropic abortions, five normal first trimester placentas and five normal full term placentas were immunostained for expression of PCNA, using the monoclonal antibody PC10. RESULTS: PCNA immunoreactivity was very much higher in the cytotrophoblast of normal first trimester placentas than in normal term placentas. Villous tissue from partial hydatidiform moles showed, on average, less immunoreactivity for PCNA than did villous tissue from hydropic abortions. CONCLUSIONS: Immunostaining for PCNA is of no value for differentiating between partial hydatidiform moles and hydropic abortions. The findings indicate that trophoblastic proliferation or hyperplasia is not a feature of partial hydatidiform moles.
Embolization of carotid cavernous fistulas via the superior ophthalmic vein.

BACKGROUND Carotid cavernous fistulae are treatable by various means, one of which is embolization via the superior ophthalmic vein (SOV). The use of this technique over the past 12 years at the Royal Melbourne Hospital, Victoria, Australia, is reviewed. METHODS Five patients with carotid cavernous fistulas were treated with embolization of the fistula via the surgically isolated SOV. RESULTS Each patient had successful endovascular closure of the fistula using embolization via the SOV approach. CONCLUSIONS Treatment of certain types of carotid cavernous fistulas that cannot be closed by the conventional endovascular (arterial and venous) approaches can be successfully closed by using a transvenous approach through the SOV.