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Probabilistic Prediction of Energy Demand and Driving Range for Electric Vehicles with Federated Learning
  • Language: en
  • Pages: 190

Probabilistic Prediction of Energy Demand and Driving Range for Electric Vehicles with Federated Learning

In this work, an extension of the federated averaging algorithm, FedAvg-Gaussian, is applied to train probabilistic neural networks. The performance advantage of probabilistic prediction models is demonstrated and it is shown that federated learning can improve driving range prediction. Using probabilistic predictions, routing and charge planning based on destination attainability can be applied. Furthermore, it is shown that probabilistic predictions lead to reduced travel time.

TMS 2014 143rd Annual Meeting & Exhibition, Annual Meeting Supplemental Proceedings
  • Language: en
  • Pages: 1152

TMS 2014 143rd Annual Meeting & Exhibition, Annual Meeting Supplemental Proceedings

  • Type: Book
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  • Published: 2016-12-16
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  • Publisher: Springer

These papers present advancements in all aspects of high temperature electrochemistry, from the fundamental to the empirical and from the theoretical to the applied. Topics involving the application of electrochemistry to the nuclear fuel cycle, chemical sensors, energy storage, materials synthesis, refractory metals and their alloys, and alkali and alkaline earth metals are included. Also included are papers that discuss various technical, economic, and environmental issues associated with plant operations and industrial practices.

The Mighty Thor
  • Language: en

The Mighty Thor

  • Type: Book
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  • Published: 2012
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  • Publisher: Unknown

Thor has disappeared to where gods go to die and only Loki remembers him; the god of mischief must uncharacteristically set things right.

Topics in Biostatistics
  • Language: en
  • Pages: 530

Topics in Biostatistics

This book presents a multidisciplinary survey of biostatics methods, each illustrated with hands-on examples. It introduces advanced methods in statistics, including how to choose and work with statistical packages. Specific topics of interest include microarray analysis, missing data techniques, power and sample size, statistical methods in genetics. The book is an essential resource for researchers at every level of their career.

Liver Cancers
  • Language: en
  • Pages: 312

Liver Cancers

  • Type: Book
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  • Published: 2018-12-12
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  • Publisher: Springer

This book explores in detail the primary liver cancers of hepatocellular carcinoma and cholangiocarcinoma examining the pathogenesis of disease along with diagnosis and current management options together with exploration of future treatment strategies and areas of controversy. Furthermore, the book highlights management of the common secondary malignancies and touches on benign liver tumours and how to best manage these. Written in a clear and didactic style, this volume includes summaries of the key learning points and questions so that the reader can gauge their knowledge and understanding. This book is aimed to broaden the knowledge base of primary care physicians, general physicians along with specialists in hepatology, oncology and hepato-biliary surgery

In Northern Mists (Vol. 1&2)
  • Language: en
  • Pages: 850

In Northern Mists (Vol. 1&2)

  • Type: Book
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  • Published: 2020-06-12
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  • Publisher: e-artnow

"In Northern Mists" is one of the best-known works by a Norwegian explorer Fridtjof Nansen. This carefully crafted e-artnow ebook is formatted for your eReader with a functional and detailed table of contents._x000D_ Volume 1:_x000D_ Antiquity, Before Pytheas_x000D_ Pytheas of Massalia: the Voyage to Thule_x000D_ Antiquity, After Pytheas_x000D_ The Early Middle Ages_x000D_ The Awakening of Mediæval Knowledge of the North_x000D_ Finns, Skridfinns (Lapps), and the First Settlement of Scandinavia_x000D_ The Voyages of the Norsemen: Discovery of Iceland and Greenland_x000D_ Voyages to the Uninhabited Parts of Greenland in the Middle Ages_x000D_ Wineland the Good, the Fortunate Isles, and the Discovery of America…_x000D_ Volume 2:_x000D_ Wineland the Good, the Fortunate Isles, and the Discovery of America_x000D_ Eskimo and Skræling_x000D_ The Decline of the Norse Settlements in Greenland_x000D_ Expeditions of the Norwegians to the White Sea, Voyages in the Polar Sea, Whaling and Sealing_x000D_ The North in Maps and Geographical Works of the Middle Ages_x000D_ John Cabot and the English Discovery of North America_x000D_ The Portuguese Discoveries in the North-West…

Deep Learning based Vehicle Detection in Aerial Imagery
  • Language: en
  • Pages: 276

Deep Learning based Vehicle Detection in Aerial Imagery

This book proposes a novel deep learning based detection method, focusing on vehicle detection in aerial imagery recorded in top view. The base detection framework is extended by two novel components to improve the detection accuracy by enhancing the contextual and semantical content of the employed feature representation. To reduce the inference time, a lightweight CNN architecture is proposed as base architecture and a novel module that restricts the search area is introduced.

Cumulated Index Medicus
  • Language: en
  • Pages: 1056

Cumulated Index Medicus

  • Type: Book
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  • Published: 1971
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  • Publisher: Unknown

None

The Arterial System in Hypertension
  • Language: en
  • Pages: 239

The Arterial System in Hypertension

MICHEL E. SAFAR and MICHAEL F. O'ROURKE One of the principal problems of hypertension is the precise definition of blood pressure as a cardiovascular risk factor. Clinicians indicate peak systolic pressure and end diastolic pressure in the brachial artery as the principal criteria for blood pressure measurement. Consequently, these values are as indicators for clinical management and therapeutic adjustment. This used methodology, based on indirect blood pressure measurements at the site of the brachial artery relates only to the highest and lowest pressure in that vessel, and does not give any information of the blood pressure curve itself; this carries more information than peak systolic pr...

Myth and Religion of the North
  • Language: en
  • Pages: 340

Myth and Religion of the North

  • Type: Book
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  • Published: 1975
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  • Publisher: Unknown

None