A practical approach for training dynamic recurrent neural networks: use of Apriori information

Presents a technique for incorporating a priori knowledge from a state space system into a neural network training algorithm. The training algorithm considered is that of chemotaxis and the networks being trained are recurrent neural networks. Incorporation of the a priori knowledge ensures that the resultant network has behaviour similar to the system which it is modelling.

A fish out of water? Legal practitioner - practitioner teacher? Bourdieu, the legal field and the scholarship of teaching in practical legal training

It is surprising to discover during early doctoral research that there is a paucity of Australian scholarship using Bourdieu’s theoretical tools in the field of law, and in the sub-field of post-graduate pre-admission practical legal training. This article introduces Bourdieu’s conceptions of habitus, field, categories of capital, symbolic violence, and misrecognition. It describes how Bourdieu applied these tools to identify structural hostility between legal academics and practitioners, and the struggles for control in the field of law. Review of three North American studies that used Bourdieu’s theories follows, involving law students’ habitus in transition, class stratification in legal education, and gender stratification in law firm partnerships. Drawing on three internally connected ‘moments’ necessary to use Bourdieu’s tools, together with four critical questions concerning teachers’ engagement with the scholarship of teaching, this article identifies new questions for investigation. These questions will frame further research to discover whether the objective structures of the practical legal training field and the habitus of legal practitioners constrains them to act as ‘fish out of water’ in the context of a scholarship of teaching.

Is the lecturer in the room? a study of student satisfaction with online discussions in practical legal training

Reports an exploratory practitioner-initiated study that developed and implemented an online questionnaire to collect data from PLT students in three states, regarding their satisfaction with online discussions. Students’ perceptions of ‘community of inquiry framework’ elements, Marzano and Kendall’s ‘self-system’ factors, and other contextual aspects, were investigated and tested for correlations.The study found student satisfaction with the online discussions was most closely associated with ‘teaching presence’. Students’ satisfaction with student-student interactions was closely associated with ‘self-system’ factors.

Does CMC fit? Practical legal training students' satisfaction with online discussion

Masters research paper submitted in fulfilment of the requirements for the degree of Master of Professional Education and Training. The objectives of this study were to investigate students’ perceptions and satisfaction regarding CMC activities, including community of inquiry framework elements and self-system factors, and to frame recommendations that might improve the use of online discussions as a teaching medium in practical legal training.

Betwixt And between – Practical legal training practitioners – Scholarship of (which) practice?

I am interested in how Australian lawyers who teach lawyers’ skills at the post-graduate pre-admission stage (“PLT practitioners) engage in scholarly activities regarding their teaching practice. This presentation will relate Bourdieu’s ‘reflexive sociology of law’ to my doctoral research in which I focus on how PLT practitioners engage in scholarly activities around their teaching work. Drawing on Kemmis’s ‘practice table’, Bourdieu and Passeron’s theory of ‘reproduction’ in education and culture, and de Certeau’s theory of ‘practice in everyday life’, I will describe how PLT practitioners’ professional identity, as lawyers, constrains scholarship around teaching and mentoring practice.

O where are you going? O do you imagine? Reproduction and response : a reflexive sociology of scholarship of teaching and learning in practical legal training

My doctoral research studies Australian PLT practitioners’ engagement with scholarship of teaching and learning. I argue that many PLT practitioners are motivated to engage with scholarship of teaching and learning in their work. There are, however, individual and extra-individual impediments.
PLT practitioners are lawyers that teach in institutional practical legal training (“PLT”). Satisfactory completion of mandatory PLT is an eligibility requirement for admission to the Australian legal profession. The PLT requirement is additional to academic legal qualifications. PLT is undertaken at a post-graduate level with, or after, the academic law degree.
My study investigates PLT practitioners’ motivations and capabilities to engage with scholarship of teaching and learning (“SoTL”). I study organisational symbolic support for SoTL in PLT, and organisational allocation of resources to SoTL in PLT.
The study involves individual and extra-individual domains of PLT practitioners’ work. It considers how social structures (e.g. “the juridical”) are inscribed into individuals’ practices (“teaching”) and, conversely, whether practices influence social structures.
My research adopts qualitative methodologies. These involve inter-disciplinary exchanges between law, legal education, practice research, sociology of law, cultural theory, and theory and practice of teaching and learning. My theoretical framework draws on Pierre Bourdieu’s “reflexive sociology”, and Michel de Certeau’s “heterological science”.
I sourced data from documents, and semi-structured interviews with 36 Australian PLT practitioners. Documentary sources include statutory instruments, speeches, reports, practice directions, histories, and scholarly publications.
To analyse the data I adopted Kelle’s characterisation of “theoretical sensitivity”, drawing on “explicit” and “emergent” analysis strategies derived from “grounded theory”. The explicit strategies were based on my theoretical framework. The emergent strategy involved sensitivity to non-explicit concepts and theories that emerged from the data. Computer-aided qualitative data analysis software expedited these methods.
My findings to date question dominant legal structures’ readiness for change, the implications of this for teaching and learning in PLT, and in particular for PLT practitioners’ engagement with SoTL in PLT.
The espoused rationale for mandatory PLT (in statutes) is improvement for the protection of clients, the administration of justice, and to assure quality legal services. The tacit rationale is improved quality of legal education, and experiences, for lawyers-to-be. My thesis argues dominant structures in legal education impede the espoused and tacit objectives, and impede PLT practitioners’ engagement with scholarship of teaching and learning.

Re-Imagining Practical Legal Training Practitioners – Soldiers for ‘Vocationalism’, or Double Agents?

I adopt a constructivist approach in order to study Australian PLT practitioners’ engagement with scholarship of teaching and learning (SoTL) in institutional practical legal training (PLT). Drawing on Bourdieu’s reflexive sociology and Certeau’s heterological science, I argue PLT is enclosed by discursive operations that constrain PLT practitioners’ engagement with SoTL. I contend SoTL could address a knowledge gap in practice research in law and legal education. I propose to re-imagine PLT teaching work by conceptualising it as an emergent professional trajectory, engaged in practice research, teaching and learning. By considering ways in which structures are inscribed into legal education practice, and conversely, whether practice can modify such structures, I re-imagine PLT practitioners as double agents or resistance fighters, enriching legal education through SoTL as practice research.

Practical sources of error in measuring pulmonary artery occlusion pressure: a study in participants of a special intensivist training program of The Scandinavian Society of Anaesthesiology and Intensive Care Medicine (SSAI)

BACKGROUND: Physiological data obtained with the pulmonary artery catheter (PAC) are susceptible to errors in measurement and interpretation. Little attention has been paid to the relevance of errors in hemodynamic measurements performed in the intensive care unit (ICU). The aim of this study was to assess the errors related to the technical aspects (zeroing and reference level) and actual measurement (curve interpretation) of the pulmonary artery occlusion pressure (PAOP). METHODS: Forty-seven participants in a special ICU training program and 22 ICU nurses were tested without pre-announcement. All participants had previously been exposed to the clinical use of the method. The first task was to set up a pressure measurement system for PAC (zeroing and reference level) and the second to measure the PAOP. RESULTS: The median difference from the reference mid-axillary zero level was - 3 cm (-8 to + 9 cm) for physicians and -1 cm (-5 to + 1 cm) for nurses. The median difference from the reference PAOP was 0 mmHg (-3 to 5 mmHg) for physicians and 1 mmHg (-1 to 15 mmHg) for nurses. When PAOP values were adjusted for the differences from the reference transducer level, the median differences from the reference PAOP values were 2 mmHg (-6 to 9 mmHg) for physicians and 2 mmHg (-6 to 16 mmHg) for nurses. CONCLUSIONS: Measurement of the PAOP is susceptible to substantial error as a result of practical mistakes. Comparison of results between ICUs or practitioners is therefore not possible.

Expertise in Clinical Psychology. The Effects of University Training and Practical Experience on Expertise in Clinical Psychology

How do university training and subsequent practical experience affect expertise in clinical psychology? To answer this question we developed methods to assess psychological knowledge and the competence to diagnose, construct case conceptualizations, and plan psychotherapeutic treatment: a knowledge test and short case studies in a first study, and a complex, dynamically evolving case study in the second study. In our cross-sectional studies, psychology students, trainees in a certified postgraduate psychotherapist curriculum, and behavior therapists with more than 10 years of experience were tested (100 in total: 20 each of novice, intermediate, and advanced university students, postgraduate trainees, and therapists). Clinical knowledge and competence increased up to the level of trainees but unexpectedly decreased at the level of experienced therapists. We discuss the results against the background of expertise research and the training of clinical psychologists (in Germany). Important factors for the continuing professional development of psychotherapists are proposed.

Injuries in strength training: review and practical application

Purpose: This systematic review examines what is known about injuries in strength training. Methods: A systematic search was performed in PubMed and SportDiscus. Studies were included if they examined powerlifters, weightlifters, strongman athletes, bodybuilding athletes, individuals who undertook recreational weight training or weight training to complement athletic performance. Exposure variables were incidence, severity and body part injury. Results: After examining 1214 titles and abstracts, 62 articles were identified as potentially relevant. Finally, 11 were included in this systematic review. Conflicting results were reported on the relationships between injury definition and incidence or severity recorded. The lower back followed by the shoulder and knee are the most frequently affected areas in strength sports. Conclusion: Strength training is safe. However, the variety of injury definitions has makes it difficult to compare different studies in this field. New styles of reporting injuries have appeared, and could make increases these ratios. If methodological limitations in measuring incidence rate and severity injuries can be resolved, more work can be conducted to define the real incidence rate, compare it with others sports, and explore cause and effect relationships in randomized controlled trials. Key Words: strength training, injuries, specific strength sports, severity

The improved practical system of educating the horse : ... Also a treatise on shoeing ... : A statement of their method of training cattle and dogs ... : The rules of Union Course /

Based on Dennis Magner's New system of training horses, Utica, 1863 (Cf. Libr. of Congr. Cat. of printed books)

The Technique of modern floristry, a comprehensive and practical course of training covering floral craftsmanship, merchandising of flowers, correct management and successful operation of flower stores. Lessons 1-29.

Mode of access: Internet.

Water purifications for the practical man; a handbook of laboratory practice in the water works plant, prepared particularly for the man who has not had the advantages of extended training in chemistry and bacteriology.

"The material incorporated in this book originally appeared as a series of articles in Water works engineering."--Pref.