Interpretability in Deep Learning
Somani, Ayush|Horsch, Alexander|Prasad, Dilip K.
New - Hardcover
Condition: New
Ships from Germany to U.S.A.
Quantity: 1 available
Add to basketCondition: New
Quantity: 1 available
Add to basketThis book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from applicat.
Seller Inventory # 723466408
This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic.
The book can be used as a monograph on interpretability in deep learning covering the most recent topics as well as a textbook for graduate students. Scientists with research, development and application responsibilities benefit from its systematic exposition.
Ayush Somani is a research fellow in the Department of Computer Science at UiT The Arctic University of Norway. He received his Integrated Masters from Indian Institute of Technology (ISM) Dhanbad in Maths and Computing. He has earned multiple honors like Dare2Compete Awards 2021, Samsung Innovation Award 2020, KDD'20 Travel Award, and Finalist in Machine Learning & Software Development Flipkart Grid 2.0 challenge. At Travel Buddy, he worked as a data scientist intern to implement AI-automated content moderation. He has research interests in interpretability, explanability, and other aspects of deep learning.
Alexander Horsch, born 1955, is a full professor at the Department of Computer Science, UiT The Arctic University of Norway. He holds a Ph.D. in Computer Science (1989) and a Dr. med. habil in Medical Informatics (1999), both from the Technical University of Munich (TUM). He was the head of the Medical Computing Center at Klinikum rechts der Isar, TUM (1987–1995), and researcher and lecturer, later associate professor and APL professor at TUM Medical Faculty (1996–2015). Several research projects in telemedicine and computer-aided diagnosis with grants from the German Ministry of Research and Technology, the Bavarian State Government, the European Union, and the German Telekom have been managed by him. From beginning 2015 to summer 2019, he was the head of the Department of Computer Science at UiT. He is a member of the research group for physical activity at UiT Medical Faculty, focusing on sensor data analysis within the Tromsø Study, a large epidemiological trial. He is the principal investigator of the interdisciplinary project VirtualStain (2020–2024) at UiT. Earlier, he has worked with the European Space Agency (ESA) since 2004 when he was a member of the ESA Telemed Working Group and with the World Health Organization (WHO) since 2005 as an eHealth and telemedicine expert. From 2006, he has worked in different periods as a consultant for EC (Telemedicine Task Force) and ESA in the Satellite-Enhanced eHealth for sub-Saharan Africa (eHSA) program. Since 2011, he was also supporting the United Nations Office for Outer Space Affairs (UNOOSA) in its Human Space Technology Initiative (HSTI). He is author or co-author of numerous scientific publications and has supervised a dozen doctoral students. His professional expertise ranges from eHealth applications to medical decision support. He has led or was a partner in projects for teleservices in gastroenterology and other medical specialties, web-based multi-modal interactive teaching of tumor diagnostics, case-based ophthalmologic eLearning, early detection of malignant melanoma, quantitative measurement of tumors using tomography data, and accelerometry for physical activity measurements in population studies and clinical research. His current scientific focus is on data analytics applied to biosensor time series and biological images using classical and machine learning approaches.
Dilip K. Prasad is an associate professor in the Department of Computer Science at UiT The Arctic University of Norway. He received the Ph.D. from Nanyang Technological University, Singapore and B.Tech. degree in Computer Science and Engineering from Indian Institute of Technology (ISM) Dhanbad, India. He was a senior research fellow at Nanyang Technological University, Singapore and research fellow at National University of Singapore. He has 5years of industrial experience with IBM, Infosys, Mediatek and Philips. He was a Kauffman Global Scholarship fellow in 2011. He has received 'Rolls-Royce Inventor Award' and several research grants from European Union, Research Council Norway and UiT The Arctic University of Norway. He is a founding member of Bio-AI Research Group at UiT The Arctic University of Norway. His research interests include image processing, pattern recognition, computer vision and artificial intelligence. He is passionate about making artificial intelligence interpretable and scalable toward bridging the intelligence gap between human and machines.
"About this title" may belong to another edition of this title.
Instructions for revocation/
Standard Business Terms and customer information/ data protection declaration
Revocation right for consumers
(A ?consumer? is any natural person who concludes a legal transaction which, to an overwhelming extent, cannot be attributed to either his commercial or independent professional activities.)
Instructions for revocation
Revocation right
You have the right to revoke this contract within one month without specifying any reasons.
The revocation period is one month...
Instructions for revocation/
Standard Business Terms and customer information/ data protection declaration
Revocation right for consumers
(A ‘consumer’ is any natural person who concludes a legal transaction which, to an overwhelming extent, cannot be attributed to either his commercial or independent professional activities.)
Instructions for revocation
Revocation right
You have the right to revoke this contract within one month without specifying any reasons.
The revocation period is one month with effect from the day,
on which you or a third party nominated by you, which is not the carrier, had taken possession of the products, provided you had ordered one or more products within the scope of a standard order and this/these product/products is/are delivered uniformly;
on which you or a third party nominated by you, which is not the carrier, had taken possession of the last product, provided you had ordered several products within the scope of a standard order and these products are delivered separately;
on which you or a third party nominated by you, which is not the carrier, had taken possession of the last part delivery or the last unit, provided you had ordered a product, which is delivered in several part deliveries or units;
In order to exercise your revocation right, you must inform us (Moluna GmbH, Münsterstr. 105, 48268 Greven, Telephone number: 02571/5 69 89 33, Fax number: 02571/5 69 89 30, E-Mail address: abe@moluna.de) of your decision to revoke this contract by means of a clear declaration (e.g. a letter sent via post, fax or email). You can use the enclosed specimen revocation form for this, which however is not mandatory.
In order to safeguard the revocation period, it is sufficient that you send the notification about the exercise of the revocation right before the expiry of the revocation period.
Consequences of the revocation
If you revoke this contract, we shall repay all the payments, which we received from you, including the delivery costs (with the exception of additional costs, which arise from that fact that you selected a form of delivery other than the most reasonable standard delivery offered by us), immediately and at the latest within 14 days from the day on which we received the notification about the revocation of this contract from you. We use the same means of payment, which you had originally used during the original transaction, for this repayment unless expressly agreed otherwise with you; you will not be charged any fees owing to this repayment.
We can refuse the repayment until the products are returned to us or until you have furnished evidence that you have sent the products back to us, depending on whichever is earlier.
You must return or transfer the products to us immediately and, in any case, at the latest within 14 days with effect from the day on which you inform us of the revocation of this contract. The deadline is maintained if you send the products before the expiry of the 14 day deadline.
You bear the direct costs for returning the products.
You must pay for any depreciation of the products only if this depreciation can be attributed to any handling with you that was not necessary for checking the condition, features and functionality of the products.
Criteria for exclusion or expiry
The revocation right is not available for contracts
for delivery of products, which are not prefabricated and for whose manufacturing an individual selection or stipulation by the consumer is important or which are clearly tailored to the personal requirements of the consumer;
for delivery of products, which can spoil quickly or whose use-by date would be exceeded quickly;
for delivery of alcoholic drinks, whose price was agreed at the time of concluding the contract, which however can be delivered 30 days after the conclusion of the contract at the earliest and whose current value depends on the fluctuations in the market, on which the entrepreneur has no influence;
for delivery of newspapers, periodicals or magazines with the exception of subscription contracts.
The revocation right expires prematurely in case of contracts
for delivery of sealed products, which are not suitable for return for reasons of health protection or hygiene if their seal has been removed after the delivery;
for delivery of products if they have been mixed inseparably with other goods after the delivery, owing to their condition;
for delivery of sound or video recording or computer software in a sealed package if the seal has been removed after the delivery.
Specimen - revocation form
(If you wish to revoke the contract, please fill up this form and send it back to us.)
To Moluna GmbH, Engberdingdamm 27, 48268 Greven, Fax number: 02571/5 69 89 30, Email address: abe@moluna.de :
I/we () herewith revoke the contract concluded by me/ us () regarding the purchase of the following products ()/
the provision of the following service ()
Ordered on ()/ received on ()
Name of the consumer(s)
Address of the consumer(s)
Signature of the consumer(s) (only in case of a notification on paper)
Date
(*) Cross out the incorrect option.
II. Kundeninformationen
Moluna GmbH
Engberdingdamm 27
48268 Greven
Deutschland
Telefon: 02571/5698933
E-Mail: abe@moluna.de
Wir sind nicht bereit und nicht verpflichtet, an Streitbeilegungsverfahren vor Verbraucherschlichtungsstellen teilzunehmen.
Die technischen Schritte zum Vertragsschluss, der Vertragsschluss selbst und die Korrekturmöglichkeiten erfolgen nach Maßgabe der Regelungen "Zustandekommen des Vertrages" unserer Allgemeinen Geschäftsbedingungen (Teil I.).
3.1. Vertragssprache ist deutsch .
3.2. Der vollständige Vertragstext wird von uns nicht gespeichert. Vor Absenden der Bestellung können die Vertragsdaten über die Druckfunktion des Browsers ausgedruckt oder elektronisch gesichert werden. Nach Zugang der Bestellung bei uns werden die Bestelldaten, die gesetzlich vorgeschriebenen Informationen bei Fernabsatzverträgen und die Allgemeinen Geschäftsbedingungen nochmals per E-Mail an Sie übersandt.
Die wesentlichen Merkmale der Ware und/oder Dienstleistung finden sich im jeweiligen Angebot.
5.1. Die in den jeweiligen Angeboten angeführten Preise sowie die Versandkosten stellen Gesamtpreise dar. Sie beinhalten alle Preisbestandteile einschließlich aller anfallenden Steuern.
5.2. Die anfallenden Versandkosten sind nicht im Kaufpreis enthalten. Sie sind über eine entsprechend bezeichnete Schaltfläche auf unserer Internetpräsenz oder im jeweiligen Angebot aufrufbar, werden im Laufe des Bestellvorganges gesondert ausgewiesen und sind von Ihnen zusätzlich zu tragen, soweit nicht die versandkostenfreie Lieferung zugesagt ist.
5.3. Die Ihnen zur Verfügung stehenden Zahlungsarten sind unter einer entsprechend bezeichneten Schaltfläche auf unserer Internetpräsenz oder im jeweiligen Angebot ausgewiesen.
5.4. Soweit bei den einzelnen Zahlungsarten nicht anders angegeben, sind die Zahlungsansprüche aus dem geschlossenen Vertrag sofort zur Zahlung fällig.
6.1. Die Lieferbedingungen, der Liefertermin sowie gegebenenfalls bestehende Lieferbeschränkungen finden sich unter einer entsprechend bezeichneten Schaltfläche auf unserer Internetpräsenz oder im jeweiligen Angebot.
Soweit im jeweiligen Angebot oder unter der entsprechend bezeichneten Schaltfläche keine andere Frist angegeben ist, erfolgt die Lieferung der Ware innerhalb von 3-5 Tagen nach Vertragsschluss (bei vereinbarter Vorauszahlung jedoch erst nach dem Zeitpunkt Ihrer Zahlungsanweisung).
6.2. Soweit Sie Verbraucher sind ist gesetzlich geregelt, dass die Gefahr des zufälligen Untergangs und der zufälligen Verschlechterung der verkauften Sache während der Versendung erst mit der Übergabe der Ware an Sie übergeht, unabhängig davon, ob die Versendung versichert oder unversichert erfolgt. Dies gilt nicht, wenn Sie eigenständig ein nicht vom Unternehmer benanntes Transportunternehmen oder eine sonst zur Ausführung der Versendung bestimmte Person beauftragt haben.
Sind Sie Unternehmer, erfolgt die Lieferung und Versendung auf Ihre Gefahr.
Die Mängelhaftung richtet sich nach der Regelung "Gewährleistung" in unseren Allgemeinen Geschäftsbedingungen (Teil I).
letzte Aktualisierung: 23.10.2019
| Order quantity | 13 to 40 business days | 13 to 40 business days |
|---|---|---|
| First item | £ 42.36 | £ 42.36 |
Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.