The Rightmost Equal-Cost Position Problem

LZ77-based compression schemes compress the input text by replacing factors in the text with an encoded reference to a previous occurrence formed by the couple (length, offset). For a given factor, the smallest is the offset, the smallest is the resulting compression ratio. This is optimally achieved by using the rightmost occurrence of a factor in the previous text. Given a cost function, for instance the minimum number of bits used to represent an integer, we define the Rightmost Equal-Cost Position (REP) problem as the problem of finding one of the occurrences of a factor which cost is equal to the cost of the rightmost one. We present the Multi-Layer Suffix Tree data structure that, for a text of length n, at any time i, it provides REP(LPF) in constant time, where LPF is the longest previous factor, i.e. the greedy phrase, a reference to the list of REP({set of prefixes of LPF}) in constant time and REP(p) in time O(|p| log log n) for any given pattern p

Algorithms for Longest Common Abelian Factors

In this paper we consider the problem of computing the longest common abelian factor (LCAF) between two given strings. We present a simple $O(\sigma~ n^2)$ time algorithm, where $n$ is the length of the strings and $\sigma$ is the alphabet size, and a sub-quadratic running time solution for the binary string case, both having linear space requirement. Furthermore, we present a modified algorithm applying some interesting tricks and experimentally show that the resulting algorithm runs faster.Comment: 13 pages, 4 figure

Optimal Parsing for Dictionary Text Compression

Dictionary-based compression algorithms include a parsing strategy to transform the input text into a sequence of dictionary phrases. Given a text, such process usually is not unique and, for compression purpose, it makes sense to find one of the possible parsing that minimize the final compression ratio. This is the parsing problem. An optimal parsing is a parsing strategy or a parsing algorithm that solve the parsing problem taking account of all the constraints of a compression algorithm or of a class of homogeneous compression algorithms. Compression algorithm constrains are, for instance, the dictionary itself, i.e. the dynamic set of available phrases, and how much a phrase weights on the compressed text, i.e. the number of bits of which the codeword representing such phrase is composed, also denoted as the encoding cost of a dictionary pointer. In more than 30th years of history of dictionary based text compression, while plenty of algorithms, variants and extensions appeared and while dictionary approach to text compression became one of the most appreciated and utilized in almost all the storage and communication processes, only few optimal parsing algorithms were presented. Many compression algorithms still leaks optimality of their parsing or, at least, proof of optimality. This happens because there is not a general model of the parsing problem that includes all the dictionary based algorithms and because the existing optimal parsing algorithms work under too restrictive hypothesis. This work focus on the parsing problem and presents both a general model for dictionary based text compression called Dictionary-Symbolwise Text Compression theory and a general parsing algorithm that is proved to be optimal under some realistic hypothesis. This algorithm is called iii Dictionary-Symbolwise Flexible Parsing and it covers almost all of the known cases of dictionary based text compression algorithms together with the large class of their variants where the text is decomposed in a sequence of symbols and dictionary phrases. In this work we further consider the case of a free mixture of a dictionary compressor and a symbolwise compressor. Our Dictionary-Symbolwise Flexible Parsing covers also this case. We have indeed an optimal parsing algorithm in the case of dictionary-symbolwise compression where the dictionary is prefix closed and the cost of encoding dictionary pointer is variable. The symbolwise compressor is any classical one that works in linear time, as many common variable-length encoders do. Our algorithm works under the assumption that a special graph that will be described in the following, is well defined. Even if this condition is not satisfied, it is possible to use the same method to obtain almost optimal parses. In detail, when the dictionary is LZ78-like, we show how to implement our algorithm in linear time. When the dictionary is LZ77-like our algorithm can be implemented in time O(n log n). Both have O(n) space complexity. Even if the main aim of this work is of theoretical nature, some experimental results will be introduced to underline some practical effects of the parsing optimality in terms of compression performance and to show how to improve the compression ratio by building extensions Dictionary- Symbolwise of known algorithms. Finally, some more detailed experiments are hosted in a devoted appendix

Progressive retinal degeneration and glial activation in the Cln6nclf mouse model of neuronal ceroid lipofuscinosis : a beneficial effect of DHA and Curcumin supplementation

Neuronal ceroid lipofuscinosis (NCL) is a group of neurodegenerative lysosomal storage disorders characterized by vision loss, mental and motor deficits, and spontaneous seizures. Neuropathological analyses of autopsy material from NCL patients and animal models revealed brain atrophy closely associated with glial activity. Earlier reports also noticed loss of retinal cells and reactive gliosis in some forms of NCL. To study this phenomenon in detail, we analyzed the ocular phenotype of CLN6nclf mice, an established mouse model for variant-late infantile NCL. Retinal morphometry, immunohistochemistry, optokinetic tracking, electroretinography, and mRNA expression were used to characterize retinal morphology and function as well as the responses of Müller cells and microglia. Our histological data showed a severe and progressive degeneration in the CLN6nclf retina co-inciding with reactive Müller glia. Furthermore, a prominent phenotypic transformation of ramified microglia to phagocytic, bloated, and mislocalized microglial cells was identified in CLN6nclf retinas. These events overlapped with a rapid loss of visual perception and retinal function. Based on the strong microglia reactivity we hypothesized that dietary supplementation with immuno-regulatory compounds, curcumin and docosahexaenoic acid (DHA), could ameliorate microgliosis and reduce retinal degeneration. Our analyses showed that treatment of three-week-old CLN6nclf mice with either 5% DHA or 0.6% curcumin for 30 weeks resulted in a reduced number of amoeboid reactive microglia and partially improved retinal function. DHA-treatment also improved the morphology of CLN6nclf retinas with a preserved thickness of the photoreceptor layer in most regions of the retina. Our results suggest that microglial reactivity closely accompanies disease progression in the CLN6nclf retina and both processes can be attenuated with dietary supplemented immuno-modulating compounds

An agent-based system for maritime search and rescue operations.

Maritime search and rescue operations are critical missions involving personnel, boats, helicopter, aircrafts in a struggle against time often worsened by adversary sea and weather conditions. In such a context, telecommunication and in- formation systems may play a crucial role sometimes concurring to successfully accomplish the mission. In this paper we present an application able to localize the vessel who has launched a rescue request and to plan the most effective path for rescue assets. The application has been realised as a distributed and open multi-agent system deployed on rescue vehicles as well as on a land maritime stations of the Italian Coast Guard. The system is going to be tested in real scenarios by the Coast Guard

ART4SOS - Terminale remoto per il sistema di osservazione dei sensori

Nell’era dell’Internet degli oggetti (IoT), dove ogni giorno si diffonde la disponibilità della connettività dati e dei dispositivi intelligenti, la capacità di acquisire i dati dei sensori attraverso una soluzione semplice, economica ed efficiente in grado di utilizzare lo standard affermato per l’osservazione dei sensori, è un fattore di promozione per la creazione collaborativa di una serie di dati secondo la filosofia Open Data. Questa impostazione è particolarmente adatta al monitoraggio ambientale attraverso la misurazione ripetitiva di parametri fisici e chimici. Questo rapporto tecnico presenta una nuova soluzione software per l’acquisizione dei dati basata su un terminale Raspberry PI dotato di un sensore termico e connettività dati a livello di sistema. Sfrutta le funzionalità standard del Sensor Observation Service (SOS)come il modello di dati, i formati di comunicazione e assume la disponibilità di un server SOS per archiviare i dati, e un implementazione open source da 52° North come servizio remoto

Cognitive failures in late adulthood : The role of age, social context and depressive symptoms

The incidence of self-reported cognitive failures among older adults may be an index of successful cognitive aging. However, self-reported cognitive failures are biased by variation in depressive symptomatology. This study examined age-related and socio-cultural context effects on cognitive failures while controlling for depressive symptoms. Both overall and specific factors of cognitive failures were determined. A further goal was to investigate the relationship between working memory and cognitive efficiency measures and cognitive failures. One hundred and thirty-nine cognitively healthy adults were recruited from two populations known to differ in their dispositions toward cognitive failures and depressive symptoms (Sardinia and northern Italy). The participants were assigned to Young Old (65–74 years old), Old (75–84 years of age) or Oldest Old (≥85 years of age) groups, and individually presented with a test battery including the Cognitive Failures Questionnaire, the Centre for Epidemiological Studies of Depression Scale, and Forward and Backward Digit Span tests. Specific factors of cognitive failures were differentially associated with measures of depression and working memory. While age had no impact on any aspect of cognitive failures, overall and specific dispositions varied between the two populations. The overall liability to cognitive failure was lower in participants from Sardinia, however, this group also had a higher liability to lapses of action (Blunders factor). Overall, these findings highlight that richer information about cognitive failures may be revealed through the investigation of specific factors of cognitive failures. They also confirm that the absence of changes in cognitive failures across old age is independent of variation in depressive symptoms, at least among cognitively healthy elders

Relazione tecnica sulle attività della campagna oceanografica “Ancheva 2015”

Nelle acque Italiane dello Stretto di Sicilia sin dal 1998 vengono effettuate ogni anno campagne di valutazione dell’abbondanza e distribuzione della biomassa pelagica con l’impiego di strumentazione elettroacustica. Dal 2009 lo svolgimento dei survey acustici è parte integrante del Progetto MEDIAS (MEDiterranean International Acoustic Survey), inserito dagli Stati Membri partecipanti al Progetto all'interno del Programma Nazionale 2014-2016. Il Progetto prevede lo svolgimento di survey acustici annuali con lo scopo di valutare la biomassa e la distribuzione spaziale dei piccoli pelagici in aree del Mediterraneo, appartenenti all’Unione Europea. Le specie target sono le principali specie commerciali di piccoli pelagici in Mediterraneo, ovvero l’acciuga (Engraulis encrasicolus) e la sardina (Sardina pilchardus). Si tratta di specie a ciclo di vita breve caratterizzate da ampie oscillazioni interannuali nella biomassa. Negli anni in cui i livelli di biomassa sono particolarmente bassi l’effetto di un elevato sforzo di pesca porterebbe ad un collasso di tali risorse anche da un anno all’altro. Il collasso di tali specie è stato ben documentato in letteratura mostrando che i tempi di recupero sono molto lunghi e hanno effetti socio-economici catastrofici anche sulle comunità marinare che vivono grazie agli introiti derivanti dalla pesca e commercializzazione di prodotti in scatola. La presente relazione mostra le attività svolte a seguito del survey condotto a bordo della N/O Dallaporta nello Stretto di Sicilia (GSA 16) nell’estate del 2015. Oltre all’acquisizione dei dati acustici, sono state eseguite stazioni di pesca sui piccoli pelagici con rete da traino pelagica sperimentale (volante monobarca), accessoriata con sensori per il controllo dell’apertura e della posizione della rete nella colonna d’acqua. Nell’area di studio sono stati inoltre acquisiti i profili delle principali variabili oceanografiche con sonda multiparametrica CTD. Il rapporto descrive le diverse procedure adottate per l’analisi dei dati acquisiti ed il trattamento dei campioni biologici raccolti. Per le due specie target viene quindi fornita la distribuzione spaziale e la stima della biomassa, complessiva ma anche suddivisa per classi di taglia e classi di età