WorldCat Identities

Baldi, Pierre

Overview
Works: 25 works in 153 publications in 4 languages and 9,334 library holdings
Genres: Academic theses 
Roles: Author
Classifications: QH506, 572.80113
Publication Timeline
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Most widely held works by Pierre Baldi
Bioinformatics : the machine learning approach by Pierre Baldi( )

53 editions published between 1998 and 2003 in English and held by 3,562 WorldCat member libraries worldwide

Pierre Baldi and Soren Brunak present the key machine learning approaches and apply them to the computational problems encountered in the analysis of biological data. The book is aimed at two types of researchers and students. First are the biologists and biochemists who need to understand new data-driven algorithms, such as neural networks and hidden Markov models, in the context of biological sequences and their molecular structure and function. Second are those with a primary background in physics, mathematics, statistics, or computer science who need to know more about specific applications in molecular biology
The shattered self : the end of natural evolution by Pierre Baldi( )

19 editions published between 2001 and 2002 in English and held by 2,669 WorldCat member libraries worldwide

Introduction -- Science today -- Molecular biology -- In vitro babies -- Human cloning -- Siamese twins -- Manipulating DNA -- Computers -- The last frontier: the brain -- Ethics and what can go wrong -- The information space
DNA microarrays and gene expression by Pierre Baldi( )

29 editions published between 2002 and 2011 in English and held by 2,161 WorldCat member libraries worldwide

Massive data acquisition technologies--such as genome sequencing, high-throughput drug screening, and DNA arrays--are in the process of revolutionizing biology and medicine. This concise, user-friendly and interdisciplinary guide to DNA microarray technology is an introduction and a reference for both biologists and computational scientists. The authors describe the underlying technologies and offer an awareness of the "noise" and pitfalls present in the data generated. They also provide an idea of the different data mining techniques and algorithms that are available to interpret data, and the advantages and disadvantages of each in differing situations
Modeling the Internet and the Web : probabilistic methods and algorithms by Pierre Baldi( )

19 editions published between 2003 and 2011 in English and held by 783 WorldCat member libraries worldwide

"Interdisciplinary in nature, Modeling the Internet and the Web will be of interest to students and researchers from a variety of disciplines including computer science, machine learning, engineering, statistics, economics, business, and the social sciences."--Jacket
DNA microarrays and gene expression by Pierre Baldi( )

10 editions published between 2002 and 2003 in English and held by 129 WorldCat member libraries worldwide

Massive data acquisition technologies, such as genome sequencing, high-throughput drug screening, and DNA arrays are in the process of revolutionizing biology and medicine. Using the mRNA of a given cell, at a given time, under a given set of conditions, DNA microarrays can provide a snapshot of the level of expression of all the genes in the cell. Such snapshots can be used to study fundamental biological phenomena such as development or evolution, to determine the function of new genes, to infer the role individual genes or groups of genes may play in diseases, and to monitor the effect of drugs and other compounds on gene expression. Originally published in 2002, this inter-disciplinary introduction to DNA arrays will be of value to anyone with an a interest in this powerful technology
Kakuritsu moderu ni yoru Web dēta kaisekihō : Dēta mainingu gihō kara e-komāsu made( Book )

2 editions published in 2007 in Japanese and held by 4 WorldCat member libraries worldwide

Sheng wu xin xi xue : ji qi xue xi fang fa by Pierre Baldi( Book )

2 editions published in 2003 in Chinese and held by 4 WorldCat member libraries worldwide

Ben shu jie shao le ji qi xue xi fang fa de zhu yao nei rong ji qi zai sheng wu xue shu ju chu li zhong de ying yong. Qi zhong dui ji qi xue xi ji shu de li lun ji chu- bei ye si gai lü ti xi jin xing le xiang xi jie shao
Bioinformatics the machine learning approach by Pierre Baldi( )

2 editions published in 2001 in English and held by 3 WorldCat member libraries worldwide

Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics by Pierre Baldi( )

1 edition published in 2014 in English and held by 3 WorldCat member libraries worldwide

Missione tecnico-agraria in Bolivia by Pierre Baldi( Book )

1 edition published in 1953 in Italian and held by 1 WorldCat member library worldwide

Bidirectional dynamics for protein secondary structure prediction( )

1 edition published in 2001 in English and held by 1 WorldCat member library worldwide

Gli effetti della svalutazione ai fini della colonizzazione agricola con immigranti in Cile by Pierre Baldi( Book )

1 edition published in 1954 in Italian and held by 1 WorldCat member library worldwide

On a family of generalized colorings. Some contributions to the theory of neural networks. Embeddings of ultrametric spaces by Pierre Baldi( Book )

1 edition published in 1986 in English and held by 1 WorldCat member library worldwide

I: On a family of generalized colorings II: Some contributions to the query of neural networks III: Embeddings of the ultrametric spaces by Pierre Baldi( Book )

1 edition published in 1986 in English and held by 1 WorldCat member library worldwide

The capacity of feedforward neural networks by Pierre Baldi( )

1 edition published in 2019 in Undetermined and held by 1 WorldCat member library worldwide

A long standing open problem in the theory of neural networks is the development of quantitative methods to estimate and compare the capabilities of different architectures. Here we define the capacity of an architecture by the binary logarithm of the number of functions it can compute, as the synaptic weights are varied. The capacity provides an upperbound on the number of bits that can be extracted from the training data and stored in the architecture during learning. We study the capacity of layered, fully-connected, architectures of linear threshold neurons with L layers of size n1,n2,…,nL and show that in essence the capacity is given by a cubic polynomial in the layer sizes: C(n1,…,nL)=∑k=1L-1min(n1,…,nk)nknk+1, where layers that are smaller than all previous layers act as bottlenecks. In proving the main result, we also develop new techniques (multiplexing, enrichment, and stacking) as well as new bounds on the capacity of finite sets. We use the main result to identify architectures with maximal or minimal capacity under a number of natural constraints. This leads to the notion of structural regularization for deep architectures. While in general, everything else being equal, shallow networks compute more functions than deep networks, the functions computed by deep networks are more regular and "interesting"
I. On a family of generalized colorings, II. Some contributions to the theory of neural networks, III. Embeddings of ultrametric spaces by Pierre Baldi( Book )

1 edition published in 1986 in English and held by 1 WorldCat member library worldwide

Neural Networks, orientations of the hypercube, and algebraic threshold functions by Pierre Baldi( )

1 edition published in 1988 in English and held by 1 WorldCat member library worldwide

Probabilistic models of neuronal spike trains by Pierre Baldi( )

1 edition published in 1998 in English and held by 1 WorldCat member library worldwide

A machine learning strategy for protein analysis by Pierre Baldi( )

1 edition published in 2002 in English and held by 1 WorldCat member library worldwide

Learning in linear neural networks : a survey by Pierre Baldi( )

1 edition published in 1995 in English and held by 1 WorldCat member library worldwide

 
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The shattered self : the end of natural evolution
Covers
The shattered self : the end of natural evolutionDNA microarrays and gene expressionModeling the Internet and the Web : probabilistic methods and algorithmsDNA microarrays and gene expressionBioinformatics the machine learning approach
Alternative Names
Baldi, P. 1957-

Baldi, P. F. 1957-

Baldi, Pierre

Baldi, Pierre F. 1957-

Pierre Baldi Amerikaans bioinformaticus

Pierre Baldi Professor of Computer Science

Languages