1,720,993 research outputs found
Going Beyond Counting First Authors in Author Co-citation Analysis
Full text linkThe present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
Variations on the Author
Full text link“Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship
Excitotoxicity, oxidative stress, and the neuroprotective potential of melatonin.
No full textThe brain consumes large quantities of oxygen relative to its' contribution to total body mass, This, together with its paucity of oxidative defense mechanisms, places this organ at risk for damage mediated by reactive:oxygen species. The pineal secretory product melatonin possesses broad-spectrum free radical scavenging and antioxidant activities, and prevents kainic acid-induced neuronal lesions, glutathione depletion, and reactive oxygen species-mediated apoptotic nerve cell death. Melatonin's action is thought to involve electron donation to directly detoxify free radicals such as the highly toxic hydroxyl radical, which is a probable end-product of the reaction between NO . and peroxynitrite. Moreover, melatonin limits NO .-induced lipid peroxidation, inhibits cerebellar NO . synthase, scavenges peroxynitrite, and alters the activities of enzymes that improve the total antioxidative defense capacity of the organism. Melatonin function as a free radical scavenger and antioxidant is likely facilitated by the ease with which it crosses morphophysiological barriers, e.g., the blood-brain barrier, and enters cells and subcellular compartments. Pinealectomy, which eliminates the nighttime rise in circulating and tissue melatonin levels, worsens both reactive oxygen species-mediated tissue damage and brain damage after focal cerebral ischemia and excitotoxic seizures, That melatonin protects against hippocampal neurodegeneration linked to excitatory synaptic transmission is fully consistent with the last study. Conceivably, the decreased melatonin secretion that is documented to accompany the aging process may be exaggerated in populations with dementia
Appropriate Similarity Measures for Author Cocitation Analysis
Full text linkWe provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark
No full textDespite the critical importance of the medical domain in Deep Learning, most of the research in this area solely focuses on training models in static environments. It is only in recent years that research has begun to address dynamic environments and tackle the Catastrophic Forgetting problem through Continual Learning (CL) techniques. Previous studies have primarily focused on scenarios such as Domain Incremental Learning and Class Incremental Learning, which do not fully capture the complexity of real-world applications. Therefore, in this work, we propose a novel benchmark combining the challenges of new class arrivals and domain shifts in a single framework, by considering the New Instances and New Classes (NIC) scenario. This benchmark aims to model a realistic CL setting for the multi-label classification problem in medical imaging. Additionally, it encompasses a greater number of tasks compared to previously tested scenarios. Specifically, our benchmark consists of two datasets (NIH and CXP), nineteen classes, and seven tasks. To solve common challenges (e.g., the task inference problem) found in the CIL and NIC scenarios, we propose a novel approach called Replay Consolidation with Label Propagation (RCLP). Our method surpasses existing approaches, exhibiting superior performance with minimal forgetting
Interventi sul contenuto idrico del suolo: drenaggio e irrigazione
No full textIl presente capitolo tratta le tematiche connesse alla gestione sostenibile della risorsa idrica nei sistemi agricoli.
Nella prima parte vengono fornite informazioni relative al bilancio idrico del suolo e agli interventi tecnici idonei a mantenere il giusto equilibrio tra le voci del bilancio per un uso efficiente sia della risorsa idrica che del suolo stesso.
Nel trattare la voce del bilancio relativa al drenaggio, vengono illustrate le tecniche agronomiche utilizzate per assicurare lo smaltimento dell’acqua in eccesso attraverso gli impianti di drenaggio a fognatura, a dreni temporanei e tubolari, e i relativi benefici in termini agronomici e ambientali.
Successivamente vengono descritti i principi di base della tecnica irrigua, finalizzata all’apporto artificiale di acqua alle colture in caso di carenza nel suolo. Vengono illustrate le principali variabili irrigue, la determinazione del momento dell’intervento e dei volumi di adacquamento e i metodi irrigui. Vengono inoltre descritte le più recenti tecniche finalizzate al risparmio e all’uso efficiente e sostenibile della risorsa idrica, considerando anche il tema della qualità delle acque per uso irriguo e delle tecniche di utilizzo delle acque non convenzionali.
Il capitolo si conclude con l’illustrazione della risposta delle colture all’irrigazione, e dei criteri di programmazione irrigua in funzione della specie.
Per una migliore comprensione degli argomenti trattati si consiglia lo studio propedeutico di quanto contenuto nei capitoli 2, 3 e 5
Dispelling the Myths Behind First-author Citation Counts
Full text linkWe conducted a full-scale evaluative citation analysis study of scholars in the XML research field to explore just how different from each other author rankings resulting from different citation counting methods actually are, and to demonstrate the capability of emerging data and tools on the Web in supporting more realistic citation counting methods. Our results contest some common arguments for the continued
use of first-author citation counts in the evaluation of scholars, such as high correlations between author rankings by first-author citation counts and other citation
counting methods, and high costs of using more realistic citation counting methods that are not well-supported by the ISI databases. It is argued that increasingly available digital full text research papers make it possible for citation analysis studies to go beyond what the ISI databases have directly supported and to employ more
sophisticated methods
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