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| 1 | Evaluation of capsule endoscopy in active, mild-to-moderate, overt, obscure GI bleeding <ce:link locator='fx1'/>显示文摘 | Periklis Apostolopoulos Christos Liatsos Ian M. Gralnek Chrissostomos Kalantzis Eleftheria Giannakoulopoulou Georgios Alexandrakis Panagiotis Tsibouris Evagelos Kalafatis Nikolaos Kalantzis | 2007 | Gastrointestinal Endoscopy2007，，6： | 3 |
| 2 | Nutrient optimization for plant growth in Aquaponic irrigation using Machine Learning for small training datasets显示文摘With the recent trends in urban agriculture and climate change,there is an emerging need for alternative plant culture techniques where dependence on soil can be eliminated.Hydroponic and aquaponic growth techniques have proven to be viable alternatives,but the lack of efficient and optimal practices for irrigation and nutrient supply limits its applications on a large-scale commercial basis.The main purpose of this research was to develop statistical methods and Machine Learning algorithms to regulate nutrient concentrations in aquaponic irrigation water based on plant needs,for achieving optimal plant growth and promoting broader adoption of aquaponic culture on a commercial scale.One of the key challenges to developing these algorithms is the sparsity of data which requires the use of Bolstered error estimation approaches.In this paper,several linear and non-linear algorithms trained on relatively small datasets using Bolstered error estimation techniques were evaluated,for selecting the best method in making decisions regarding the regulation of nutrients in hydroponic environments.After repeated tests on the dataset,it was decided that Semi-Bolstered Resubstitution Error estimation technique works best in our case using Linear Support Vector Machine as the classifier with the value of penalty parameter set to one.A set of recommended rules have been prescribed as a Decision Support System,using the output of the Machine Learning algorithm,which have been tested against the results of the baseline model.Further,the positive impact of the recommended nutrient concentrationson plant growth in aquaponic environments has been elaborately discussed. | Sambandh Bhusan Dhal Muthukumar Bagavathiannan Ulisses Braga-Neto Stavros Kalafatis | 2022 | Artificial Intelligence in Agriculture2022，，1： | 2 |
| 3 | An antifibrinolytic mechanism describing the prothrombotic effect associated with factor V Leiden显示文摘 | Bajzar L Kalafatis M Simioni P | 1996 | J Biol Chem1996，271，11： | 1 |
| 4 | Nosocomial pneumonia显示文摘 | Myrianthefs PM Kalafati M Samara I | 2004 | Crit Care Nurs Q2004，27，3： | 1 |
| 5 | Left ventricular anatomical and functional changes with ageing in type 2diabetic adults显示文摘 | Stefanidis A Bousboulas S Kalafatis J | 2009 | Eur J Echocardiogr2009，10，5： | 1 |
| 6 | Identification of Wiener-type nonlinear systems in a noisy environment 显示文摘 | KALAFATIS A D WANG L CLUETT W R | 1997 | Int J of Control1997，66，6： | 1 |
| 7 | Professional autonomy, collaboration with physicians, and moral distress among European intensive care nurses 显示文摘 | Papathanassoglou ED Karaniko Kalafati M | 2012 | Am J Crit Care2012，21，2： | 1 |
| 8 | A comparison of the hydroxyl radical scavenging properties of the shark bile steroid 5-b-scymnol and plant pycnogenols显示文摘 | Macrides TA Shihata A Kalafatis N | 1997 | Biochem Mol Biol Int1997，42，6： | 1 |
| 9 | Issues and Challenges in the Positioning of Service Brands:A Review显示文摘 | KALAFATIS S P | 1999 | Journal of Product & Brand Management1999，8，2： | 1 |
| 10 | Hepatoprotective effects of the shark bilesalt 5 beta-scymnol on acetaminophen-induced liver damage in mice显示文摘 | Macrides T A Naylor L M Kalafatis N | 1996 | Fundam Appl Toxecol1996，33，： | 1 |
| 11 | Professional autonomy,collaboration with physicians,and moral distress among European intensive care nurses显示文摘 | Papathanassoglou ED Karanikola MN Kalafati M | | 0，，02： | 1 |
| 12 | Resistance of two planarian species to UV-irradiation显示文摘 | KALAFATI C'M KOVACEVI C'G FRANJEVI C'D | 2006 | Folia Biol2006，54，： | 1 |
| 13 | Factor V:a combination of Dr Jekyll and Mr Hyde显示文摘 | Mann KG Kalafatis M | | 0，，01： | 1 |
| 14 | Professional autonomy,collaboration with physicians,and moral distress among European intensive care nurses显示文摘 | Papathanassoglou EDE Karanikola MNK Kalafati M | | 0，，2： | 1 |
| 15 | Value and risk in business-to-business e-banking显示文摘 | Frank F. Faroughian Stavros P. Kalafatis Lesley Ledden Phillip Samouel Markos H. Tsogas | 2011 | Industrial Marketing Management2011，，1： | 1 |
| 16 | Assessment of obstruction in adult ureterocele by means of color Doppler duplex sonography显示文摘 | Zougkas K Kalafatis P Ioannidis S | | 0，，03： | 1 |
| 17 | Hepatoprotective effects of the shark bile salt 5 beta-scymnol on acetaminophen-induced liver damage in mice 显示文摘 | Macrides T A Naylor L M Kalafatis N | 1996 | Fundam Appl Toxicol1996，33，2： | 1 |
| 18 | Assessment of obstruction in adult ureterocele by means of color Doppler duplex sonography显示文摘 | Zougkas K Kalafatis P Ioannidis S | 2005 | Urol Int2005，75，3： | 1 |
| 19 | Nosocomial pneumonia显示文摘 | Myrianthefs PM Kalafati M Samara I | 2004 | Crit Care Nur Quart2004，27，3： | 1 |
| 20 | Anti-inflammatory activity of a lipid fraction (Lyprinol) from the NZ green-lipped mussel 显示文摘 | WHITEHOUSE M W MACRIDES T A KALAFATIS N et al | 1997 | Inflammopharmaeology1997，5，3： | 1 |
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